Hi, my name is Liam Rowe currency trader and trading coach at trading 180.com and welcome to this week's a plan demand for its and gold Fundamental and technical analysis if you are new or warm welcome to you And if you are returning an equally warm welcome to you and last week I Asked for you guys to see if I could get a hundred likes on the weekly analysis video and thankfully You gave it a hundred and sixty one likes In exchange for the likes. I said I would do a webinar free webinar Really the rules to the fundamental analysis game. You won't see anything like this on YouTube There's a lot of misunderstandings about fundamental analysis. So if you want to as a thank you for Giving me the hundred likes target and you way exceeded that I To those of you who want to join the webinar this Thursday The 14th of October at 8 p.m. London time Please email info at trading 180.com with the subject title F a webinar. I've had a few Emails from people who have not put that in the title although they want to be a part of the webinar They they haven't put that and you need to put that in the webinar So if you haven't put that in the in the email subject title, please make sure that you've put F a webinar So I can put you on the list and the zoom link to that private Webinar which will not be For YouTube, I'm not going to put it out anywhere, but but only for those who actually were in the Who would emailed me are going to get the recording of that so they can watch it Later and also some of the things I want to be covering in The webinar are going to be the missing information the misinformation about fundamental analysis using fundamental and Diverges is a converges is to select currency pairs likely to trend the importance of liquidity and slippage buying the rumor And what is priced in gathering fundamental evidence? 2021 euro dollar fundamental analysis case study. That's going to be very interesting So I'm going to be showing you, you know the the euro dollar so far and really the turning points and fundamental turning points not only with and how it applied to price and also risk of sentiment so It's my process from really from top to bottom and also as well. Don't forget that The trading 180 2021 course enrollment opens Monday the 11th of October visit trading 180.com and it will close It's only open for a week and it's going to close next week Sunday the 17th of October And it won't be open until 2022. It's going to be my last intake many people think, you know, they can kind of join whenever they want Unfortunately, that's not how it goes. I really like to focus on it on a group of people at a time So we can get the best out of out of the mentoring And so that's the best way to really To for you guys to to learn in that kind of environment is in a kind of class environment where everyone's on the same page So I will be closing that 17th of October never to be opened again for this year And maybe, you know, I don't know I might do it January February March depends on how I feel Might reopen it again then so it's going to be a last chance for this year So visit trading 180.com if you are interested anyways, let's get into the this week's fundamental analysis and looking at the week ahead So the week ahead Let me just zoom in a little bit We've got third quarter earning seasons and that is with the stocks One minutes from the last FOMC meeting will be watched for further cues on the on the feds tapering timeline Right, that is going to be a really important Measure and I'll get into it in as we analyze the dollar So other important releases to follow include US and China and India inflation rates US retail Cells UK on Australia jobs report Eurozone industrial output and Japan machinery orders. So Yeah, I'll get into the technicals and I guess the fundamentals now Bit more in-depth, but that's what's coming up this week some as a market moving news especially with regards to the the US at the moment, so let's look at the dollar index the DXY and The dollar index is just a measure of dollar strength against or weakness against a basket of the major currencies like the Euro the yen the pound for example and At the moment we are really at these these highs and the dollar index hasn't really sold off even though We did have some really disappointing news In fact, I should really be that one. It should be this one So US payrolls growth misses again with the smallest gain of the year But there was some positive news around this so unemployment rate did fall as size of labor force shrinks and but the employment rate only rose by 194,000 in September which was the smallest this year So US jobs growth in September was the slowest this year signalling a Tempering of the labor market recovering and complicating a potential decision by the Fed Federal reserve to begin scaling back monetary Support before the year ends so the non-farm payrolls increased 194,000 last month in an upwardly revised 366,000 gain in August a labor market department report showed on Friday the unemployment rate fell 4.8 partly reflecting a decline in labor force Participation among women and meanwhile average hourly earnings jumped. So there's a lot of pressure There's a lot of pressure With regards to what the Federal Reserve should do. So the September increase was weaker Then all but one estimate in a bloom big Bloomberg survey of economic of economists The median projection was for 500,000 rise the US stock fluctuated Treasury yields rose and the dollar remained lower. So they expected 500,000 only got 194,000 so on the surface the numbers seem You know quite quite bad, right? But there again, there was some positive numbers regarding unemployment and actual wage growth which gives the Fed a bit of a headache and Initially, you know, it was probably like looking for you know, any kind of short trades on the dollar but After doing some weekend reading the Fed seen pushing ahead with November despite payrolls and myths So jobs likely to meet the test for substantial further progress and wage growth and unemployment rate suggest job market tightness So Again, there is some positivity around it and the Federal Reserve Policymakers will likely look through September's weakening in the US labor market Recovery and take their first step to removing pandemic stimulus at their meeting next month So this is a quote from a chief economist With high-frequency economics and he says Rubella Faruqi Says that this does not change the Fed's taper timeline even though I probably would have thought it was it would have For the Fed for the Fed taper the standards on both inflation and a labor market have likely been met However, this is little about policy tightening which has much more stringent test and is some time off So there's a difference in fact between tapering and tightening basically hiking rates so although they may start to potentially look to Taper which is basically the reduction of of bond purchases basically debt buying Hiking may be some time off So at the moment the Federal Reserve and the dollar is in a bit of a precarious situation There's there's a lot of uncertainty whereas if the if the job numbers had met their 500k Target, you would probably expect some sort of if you know upward move It might have gone down a little bit But generally the the path for these resistance would have been probably to the upside now although the rumor is that the Fed may look past the poor recent jobs numbers Personally, I'm not so sure on that and I think that Ultimately the dollar probably may start to look to potentially start to range or You know move to the downside again depending on the narrative So if you believe or you think that the the dollar should get weaker in the short term This is the dollar dollar index what you're just looking at this is just for confidence, right? So you look at the dollar index. We're at quite a really kind of important supply zone The next really supply zone is all the way back at the 96 area So if you think the dollar is going to strengthen On the back of the news or the potential rumor that the Federal Reserve is still going to look to tighten then Pretty much what you're looking for is is really kind of pullbacks And I would say the nearest pullback would be at the 93 area So if your prices do pull back down here Then what you're looking for is buy trades on the you know the dollar yen dollar Swiss dollar cad is confidence right in that demand zone on the DXY but for me, I think Overall run probably more still more bullish dollar, but I think them the dollar Move is probably now going to be a bit overdone in the at least in the short term Because of the disappointing news, so let's see what happens even though the Fed are Potentially still going to taper does that mean that the dollar really is going to continue trending higher if there is disappointing news So for me, it's it's highly unlikely. I think the data has to support the narrative There has to be some good jobs data in order for the the Federal Reserve to continue to look to high crates At the dates that they say they will so a bit indifferent on the dollar so but I think long term should be Potentially a buy so any kind of pullbacks. I think are decent Buyers, but for this week, I'm a bit indifferent about the dollar looking at the dollar yen And the dollar yen again, we got a bit of a reaction I think a lot of traders were getting short in and around these areas and Prices have pretty much gone to the upside So we could see matter of fact Price that may be a bit of a stop-hunt at the top if price start to close back inside that level But for me the dollar is still a buy over the Japanese yen The Japanese yen and monetary policy terms are way behind the curve when it comes to Hiking rates or even looking to you know taper at any point so any pullbacks into these zones I think in the short term You know this one one four six area down to the one one one area I think is going to be a really nice buy and I think in fact if we're looking at this from a range low to a range high now making higher highs That higher low is going to be the strongest area of demand So I think this price does pull back to that one eleven area I think that actually is going to be a decent buy technically I do like that that also has some confluence of Some support and resistance right here as well So technically there's a lot of things that do line up with this So I think ultimately I don't want to be a buyer of the dollar Against the yen in and around this area if that was a currency pair I'm looking to if I was looking to buy the dollar looking to sell the dollar Probably not against the Japanese yen unless there is some sort of risk-off sentiment that really takes over The market looking at the dollar Swiss dollar Swiss again technically not fantastic, but Again similar with the dollar yen the Swiss franc is a risk-off Currency and again way behind the curve when it comes to monetary policy and hiking rates So I think again Any pullbacks into any of these zones potentially are still buying opportunities if you want to still buy the dollar But I do think the upside potential Is is a bit done if prices do come up? I think this is going to be definitely a level that traders are going to look for this is the yearly You know the yearly hired twenty twenty one highs And I think there's going to be a lot of profit taking in and around here the question You know I say to the traders in the private mentoring group is what is going to push prices way beyond here You know if if there's you know uncertainty around the dollar and hiking rates Then you know there's got to be a limit to really the upside move So I think if prices do come up to this this area here. It's ninety three zero point nine three fifty I think that's actually quite a nice short technically fundamentally, I'm not keen on buying the The Swiss franc but from a short dollar and a weaker dollar perspective That could be a decent area to look for any kind of short trades or any long trades at these demands If you get a pullback Dollar CAD is now actually on my list right is on my list of things to trade Reason beings because the Canadian dollar actually had on Friday even though the headlines were all about the non-farms miss the Canadian dollar had a great jobs number really kind of exceeding expectations So I think there's a bit of a divergence there the Bank of Canada are looking to potentially look to also taper and hike at some point, so I believe if there is some Divergences and I think there probably is between the Bank of Canada and the the US dollar I do like this pullback for a short this one to six area for a nice short trade It also is a bit of a supply zone a wide supply zone there But within that wide supply zone you've got areas of Support and resistance which I do like so I think that area there is going to be really nice for a potential short as well But the immediate short I think for me is going to be any kind of pullback into that zone if you do want to be a buyer of the Dollar against the US dollar against the Canadian dollar then pretty much I think now is a decent area to look for a long trade although we have touched this area once already So twice might not necessarily to be the best area I think probably down into this one two three fifty to one two three Round number would be probably a better zone again. Just looking at we're looking at yearly highs and yearly lows in fact This was probably be the yearly high right here. This is the yearly low so Where are we okay? We're basically at fair value. So I think anything any pullback for the Canadian dollar It's going to be a cheap area to look for any kind of short trades So I do like that and again these zones would be a bargain areas for if you're looking to buy the US dollar New Zealand dollar US dollar I'm really interested technically in this area here not necessarily the best area from a Not the best trade to take from a fundamental perspective But I think we've disappointed in dollar US dollar news I think the New Zealand dollar who have just hiked rates any kind of pullbacks into this I think that was the yearly low as well. Yep into this yearly low area. I think it's going to be The more I kind of think about it. I really do like this area technically so While I normally wouldn't look for any kind of trade on on two pairs that are potentially strengthening I do think with the non-farms Disappointing and really the Federal Reserve In a bit in a bit of a situation if prices do start to pull back into this this yearly low I do think that that would be a really nice Technical buy trade for the New Zealand dollar as long as the New Zealand dollar still remains Positive on their On their their monetary policy as well as a risk on sentiment remaining because if in a risk-off situation Pretty the dollar looks to strengthen so that would actually you know that may actually cause the The New Zealand dollar to weaken temporarily, but who knows but I do like this area Not that's right on that area I do like this area here to buy the the New Zealand dollar Technically not necessarily the best fundamental trade in the world Pound dollar so pound dollar The pound has really kind of suffered recently with I think more than most with supply chain problems Not what I'm gonna hesitate to put that as a supply zone, but we are in definitely a demand zone here let me just put that around here technically and You know recently if you've been reading up on any of the UK news we've had You know a bit of a petrol crisis supply chain problems as well as a Noncoming energy crisis. We've got the furlough scheme. I think I'm not sure if it ended or not or whether I think I did read something that I think Rishi Sunak our Chancellor Extended the furlough somewhat. I'm not too sure of the exact details But also as well there was universal credit that was cut Which really kind of hurts the most vulnerable in society and if the government want people to spend then You know by cutting universal credit To to the most vulnerable that doesn't help with With people wanting to spend right because they got less money Every weekend every month and 20 pound is quite a hefty cut as well So that may have an effect on the pound going forward. So just looking at the Bank of England's Bailey warns of potential damaging inflation for the UK so inflation being The the fact that we've got high energy prices on the horizon so the Bank of England governor Andrew Bailey warned of a potentially very damaging period of inflation for British consumers as the resumption of pre-pandemic spending habits Puts pressure on supply chains. So in an interview Bailey said the UK inflation would exceed the banks previous forecast So that's really high inflation. I think the previous forecast I think was maybe about something like 2% or something But a flurry of news this week undercut the Bank of England's original view that much of the jump in prices willing will prove transitory so transitory being kind of temporary So now they're thinking that it's obviously going to be a bit more of a sustained inflation So that's a problem and it comes amid growing bets that spiking inflation will force the Bank of England to High crates in the near future, but for me, I'm not so sure about them having to high crates because Central banks will generally high crates in a environment where GDP is growing and recently GDP has kind of stalled and there are obviously, you know Issues that are on the horizon in the data. So I can't see the Bank of England really look into high crates I think they're trying to basically Talk up the pound and keep the rumor going so that they can they would rather get a stronger pound than a weaker pound Right because a weaker pound puts in pushes inflation up And if the pound gets weaker and inflation is already high then it just pushes inflation higher Which is going to be a headache for the Bank of England So for me, I will continue to potentially short the the pound And if you are looking to short the pound or financial advice, that's going to be a really nice area Supplier zone for a short. I think the the the US are even though bad or not the best Non-farm news. I still think that they're they're going to be ahead of the British pound So that is a decent this this decent short here technically this this long trade here is decent at this one three four Fifty area so decent and I think we've got summer We've got a major level of support and resistance Which is basically just supply pass supply and demand zones that have been projected into the future So there's a there's definitely a key level in and around that area. That's been traded. So Let's see what happens there. Not the best fundamental trade But I think the path at least resistance should probably continue to the downside Euro dollar so Euro dollar On the back of the The bad non-farm payroll news, I think everyone's pretty much expecting now the the euro to start to to rise and I would probably have to potentially agree with that and I would have agreed with that 100% had I not read, you know previous, you know, dollar news, right? So the Fed Seen to potentially move ahead with the taper Again, I don't know how true that is or how believable that is, but if you do believe that then Obviously the path of these resistance would be still to the downside, right because you're buying the dollar in the face of Of bad data and if they're still looking to taper that should potentially have a potential positive Spin on on price, but If there is if the Fed come out and pretty much say this week in their statement that they're not too sure or they're they're quite dovish in their statement and Maybe have you know have a bit of a change in tone Then I think this area is actually going to be really a really nice buy The only problem with it technically is that if you look to the left, there's actually no Level of demand past level of demand to really kind of take this To take this trade there are some I think there's some maybe some lower timeframe trades that you may want to look towards But from a daily supply and demand zone for me, it's there's nothing there So I would really have to wait for proof of value proof of value meaning that the market says that there is definitely Demand for the euro and this is basically the limit. This is an expensive area for the US dollar Once prices move to the upside then what you want to look for what I would probably look for is a pullback into that zone And then look for any kind of buy trades Providing that obviously the dollar is still, you know uncertain regarding, you know Hiking rates and tapering and also there's positive some positive news around the euro now with the euro The ECB's Villaroy says inflation to fall below 2% by end of 2022 Which isn't necessarily the most positive thing right because in order for central banks to high crates you want to see Inflation above that 2% targets so Here was Here was a quote that said a bump even if it's high doesn't make for a long-term trend Villaroy said in an interview on Francis into radio. I don't think it's a part of a spiral even if we need to remain very vigilant And so what he's saying is is that again, he doesn't think that any rises in inflation Are going to be Trend it's going to be maybe just temporary So Villaroy also dismissed a question about whether the ECB should consider raising rates Saying that the first error one can make in monetary policy would be to overreact in a temporary Variate so to a temporary variation in prices. So he's definitely not hawkish on this, you know And although he is just one member You know, there's definitely dovish tones to this so ultimately the way to kind of look at that is that Sorry the the European Central Bank are not really looking to high crates anytime soon So this play if you're looking to buy the euro, it would be more based off of Anticipating dollar weakness then euro strength per se. So With that being said or unless obviously, you know, the euro they do kind of change their stance on this as far as There are more dead more hawkish tone start to develop and the data does support that narrative But this would be more of a play of buying or shorting the dollar rather than buying The euro so with that being said if that's the case, I would really want to see price Prove that there is demand some demand there for the euro and then look for any kind of pullbacks But again the path of these resistance I would say is still potentially to the downside. So any moves if not to this Supply zone this supply zone here is going to be a really nice technical where area this 117 area for a potential short euro yen and the euro yen again Pair that we were looking at in the group not necessarily just just yet But it seems like the yen is is really kind of got, you know weaker We've got some you know some major demand zones here in fact, I think we were waiting for the Price to kind of pull back down to this Demand zone around here potentially before looking at getting long But who knows where we'll get down there anytime soon I do think though if prices do you know come down to this zone here? I think that is going to be a really that one two seven six area I think that's going to be a really really really nice. So I'm going to move this area just along here So yeah, I do think that that's actually quite nice for a buy Although the euro isn't necessarily the greatest buy in the world. It is You know, I would say that they're they're they're ahead of the Japanese yen and the and the And the Japanese economy in the Bank of Japan's monetary policy Any kind of risk-off sentiment that comes into the market though the Japanese yen will strengthen So any of these areas here are decent shorts, of course You want to wait for more fresher areas of supply because those are the areas that will Likely to hold better than areas that have been touched several times Australian dollar US dollar so Fundamentally, I'm really not interested in this at all I think the Australian dollar is going to be a buy at some point, but it's just at the moment The their data they got disappointing news. So potentially If I was looking at anywhere within that zone for a buy for the Australian dollar, it would be somewhere around here so anywhere from This zone this 0.7 22 Price area where we've got a bit of support within that demand and even just below that I think that's really nice for technically and even better would be that area there again when you think about, you know, the the the yearly highs and lows you've got You've got I mean yearly highs yearly lows to be fair is like that's probably the yearly higher right there If you look at the most recent high and lower prices contained between then this has to be a bargain area For the Australian dollar and so anything below this area and come if it comes down to here We'll be seen as a bit of a bargain. I think many kind of pullbacks They are lagging behind though the the Federal Reserve the RBA Again, they're very dovish on their their currency and again the data has to support the narrative So I think really any pullbacks to supply zones I think are going to be decent short trades and Again, just looking at potential some some potential confluences You know that area there with which is acted as support and resistance in the past You've got nice supply zone that area there is decent for a potential short, but not really my pet I'm really interested in trading Aussie yen again with some weakness in the Australian dollar That supply zone definitely got taken out. We're looking at that as now demand decent demand in and around here Right now is actually quite a nice Shorting opportunity. I do like that technically for a short again You'd have to really Understand why you're looking to buy the Japanese yen or shortly Australian dollar The only time I would really look for this is to is to understand where you know risk off sentiment is so for me Not necessarily fantastic Within that wide zone of Demand I would probably say this is an area that would be quite nice also as well If you want to go down into lower timeframes to get a bit more detail of where local areas of support and resistance are within these demand zones Daily demand zones is obviously, you know worth doing as well But I do think that this area here has been touched once twice. It's been definitely traded. There's a lot of trading activity So for me if I was looking to buy the Australian dollar pullbacks into that zone would be that 80 just around that 80 round number would be Would be quite a decent buy trade I think But again, not really a Pair down. I'm interested in unless the Australian dollar really kind of gets its act together Where on when it comes to data and finally gold so gold a bit of a mixed bag again Trades in in opposite to the dollar So if you do believe that the dollar is going to get stronger Then you're looking at short trades, right and you can see as the dollars been getting stronger Gold has been you know going to downside if you zoom out a little bit We've got some yearly lows around here I think any kind of buying opportunities for gold is going to be really really nice In and around this area here to 1680 area Just be careful because that is an area prime for stop hunting lots of liquidity around here So that's potentially a great area to look for a trade doesn't mean you should take one But also it depends fundamentally on what you think is going to happen with the dollar, right? If the dollar comes out with some really good news, as I said, you're going to see, you know You're more likely to see prices and gold prices continue to go down but any reversals or misfortunes in the dollar any kind of Fed dovishness when it comes to hiking rates or a delay in hiking rates are tapering Then you should see gold to go to the upside So we've got let me just delete some of this stuff off of here from a demand zone perspective I think we have just come into this demand zone here It's created that demand zone there. So so decent quite decent also as well You've got an area of support and resistance in that Zone there as well. So that's decent. I think for a for a buy Right again, believe in that the dollar is going to get weaker at some point So, yeah, that's pretty much it for this week again, just as a guess a quick reminder that the The trading 180 course Enrollment opens on Monday the 11th. So check that out at trading 180 comm and also we've got the rules that are fundamental Analysis game free webinar Thursday 14th of October at 8 p.m. London time Please don't be late if you're more than 10 minutes late or 15 minutes late I'll probably won't allow you into the room and you'll have to watch the recording afterwards That's otherwise we could get a lot of disturbances I need to kind of flow and talk rather than try to deal with certain problems that maybe certain people have So try to log in at least 30 minutes before the start 25 minutes before the start get you, you know your Zoom sorted and then we can hopefully have this webinar Technical Problem-free if you know, I mean because generally when we Say generally but sometimes when we have these webinars and sometimes there can be some technical issues for some people so we can try and sort them out before We actually start the webinar. So So, yeah, try and try and get there at least 30 minutes before when I Email the zoom link to you anyways guys looking forward to the webinar and showing you really how to trade the fundamentals and the rules behind the fundamental game anyways guys have a great Week and see most of you or some of you on thursday and take care guys speak soon


so Friday they will become available, and then Saturday we'll inform you guys as to what in the world is going on with them. I've only got a link to the old model plushie in chat, well hopefully we'll get a new link by then, and they'll be up and running for about, I think, 20, 21 days, I think is how it works, but Fringie, do you happen to have a, I'll show the general pubic, what yours looks like, this, everyone, it's Fringie as a plushie, look at him go. Look at that goo, isn't it worth buying it just for the goo? And so there's a snag of sorts, I suppose you may say, that minor Fringies are ready, Rags is one that's a little more, a little different, a little more complex, a little more special, but his isn't coming out quite the same time, they call it a staggered release, so the idea will be that you can grab the combo of me and Fringie, and you'll get a little discount, and then when Rags' comes along, soon after, there'll be a unique code given out on EFAP to get yourself a discount on his, and that is essentially how we're going to try and run this good ol' second generation of EFAP plushies, I believe, you know, judging from how interested or how happy you guys are with these things, you've got some raging in chat of give it to me, you know, that seems healthy. We will say this is allegedly 100% genuine goo, but you can't access it, right, you've got some magic going on there that, it's kind of. I mean, I guess in terms of accessing the properties of the goo in a plush form, there might be some complications, but I mean, it's there in spirit. I would say so, so, like I said, these are not available for another week, we'll let you guys know exactly how it's all going to work, but obviously we're quite happy with these designs, we think they're pretty nifty. They are, they're pretty nifty, they are fun, and of course, if you do look good, yeah, for as long as you guys are interested in them, we'll keep someone out for you, change them up here and there. Does Rags's Vision 2 come with snow? I'm not actually 100% sure what it will come with, but I'm looking forward to seeing his progressing well, it looks very interesting. It's a little different, it'll be a little different surprise for them at Ol' Makeship.  It's my fault I've been delaying meme by asking for help with some other stuff, all right, give him, give him, give him time. Those things come to those who wait. Meme, who made your PFP, it looks awesome. I think this was Odin, I'm pretty sure. That does look like Odin, shizzle. Yeah, I think that the larger image is me holding like a crystal ball that has like a gothic phone image in it, that's pretty funny. What is the color scheme for EFAP 200? 100 was purple, 50 was gold, 200 is? It is like a, well, is this, I don't even know if this is a spoiler. Why would it be a spoiler? I'm sure it's fine. It is, it is like a, dare I say a frosty space sort of theme, so like it's like a blueish whiteish sort of we're going for. We will eventually run out of colors and we're just going to have to go back, you know. I don't think we'll run out of colors, there's like a billion colors. There's like three left. Yeah, you know. You could start doing rainbow, like stripes and stuff. Or different shades of the colors that are already, you know, there. Instead of red, you can have a pinker one or like burgundy. You know what? You can do infrared or ultraviolet. Just have it be not visible at all. Yeah, we shall invent more colors down here. Personally invent more colors because we're running out. Just sew them into the fabric of existence. Molo, why did you say you'll plush cookies instead of biscuits? Because it's cookie crisp. Well, we have cookies in Britain. What do you mean? Yeah. No, you only have biscuits.  I, no idea. Well, either way, I've heard people make arguments about it. It's apparently very contentious. When I see the chocolate chip types, I'm always like, those are cookies. But if I see like a digestive biscuit, I probably call it a biscuit, not a cookie. A cookie circular? Is that like a fundamental aspect of a cookie? If I saw a square one that had the chocolate chips, I'd probably call that a cookie still. I guess it's just that you don't often associate, whereas biscuits are often, you know, different shapes, rectangular. Often rectangular. Oh, they're right about the next one. I said, why do you say X, Y and Z instead of X, Y, Z? I've got Americanization in my languages, I guess. Yeah, that's not something I did on purpose. Does it cause you discomfort? No, I find the way I speak comfortable. I guess I wouldn't do it otherwise. Are you sure about that? Are you sure about that? But if I play Cookie Clicker, how do I get those three months of my life back? Don't. It was a trick. That's true. I only play biscuit clicker. Oh. Actually, All Star is a Digimon song. Look up the movie. Yep, that's true. It did appear in the Digimon movie. It's kind of funny right at the end. Man, All Star ends up in all these incredible films. That's just, I mean, that was its fate, I guess. Only the greatest movies of all time would ever pick it. That's pretty neat. Yeah.  It's strange. Is it stranger than Dr. Strange's movie, though? Haha. Haha. Probably not. Will EFAP 300 be the musical episode of EFAP? Every show has one. No. Just, just, just... Oh. And with that, is there anything else any of you folks would like to say? No. I have said enough. We've already, the plush, the news, that's enough to fill my heart with contentment and joy. Usually for the crime of not liking Green Woman, I sentence you in the crew of EFAP movies cat in the hat. Jokes on you, that movie's amazing. We'll have infinite things to discuss. EFAP movie's the Digimon movie? Maybe. We need to, we need to really start back up on EFAP movie. We'll figure it out. Yeah. Alright. With that, thank you all very much for hanging out with us.  We shall see you next time on Wednesday, right? Then, the fateful Annavir Salih. If we don't turn up on Wednesday, it's because too many things got in the way. So, quite possible. Especially because I've got real BBC on Tuesday and then I got Open Bar on that Thursday as well. It's going to be a bit of a week for me. Fuck, I really, like, if this video manages to go out without a hitch, it'll be a miracle.  But alrighty. Thank you all so much for watching. Well done. Good night, everyone. Bye-bye. Good bye. See you. Bye-bye. Roll talking at town-town. No.


It's 5 30 in the morning and I'm trying to keep my voice down because I don't want to wake up the whole neighborhood And I'm waiting outside my house for Adam to pick me up because we're going to see a farm property in upstate, New York That I actually looked at a couple months ago, you know the property was overpriced kind of a dump But you know owner reached out to us said he was actually willing to lease the property instead of selling it You know, which is only 1,500 a month compared to you know, putting, you know $200,000 down having an expensive mortgage payment on top of that he has another farm property so we might be able to lease two at once and He could possibly partner with us on a butcher shop facility operation So we could get things running sooner than we thought we could I didn't actually go to sleep last night But I feel pretty good despite, you know, sleeping for like three four days in general So Adam has the luxury of being able to drive over 80 miles per hour. So we were going like 85 in a 65 and Mr. Douche trooper has us pulled over here We'll see if he gives us a ticket if Adam has a clean license. He might not get a ticket, but That's what they usually do let you offer the warning if you have any tickets recently, but We'll see we're about hour and 45 away. It's 730 730 so We'll actually be there by about 915 maybe We are back in the middle of nowhere That douche officer actually gave Adam a ticket. We were going like 85 and it's 65 I guess these cops have nothing better to do that was actually Adam's first speeding ticket and on the way After that I was joking.  So the guy that potentially wanted to partner with us on this That owns the farm owns all of this property. He's got you know, 200 acre farm another 200 acre farm That's in the view over here. There's a farm down there There's another farm over there. This guy owns all of this stuff Crazy metal in owns all this too over here Millions and millions of dollars with the property so We'll see if we can make anything happen So this is the dairy farm that we looked at a couple months ago We didn't really get a whole look at the farm from this perspective. It's a hundred seventy acres on Both sides of the road So we have this side over here All of this too Nice amount of grassland a little bit of a march down there not the not the best layout Completely and we'll take a look at the farmhouse the silo all that type of stuff Pretty interesting how it's split down the road. I don't know if that's really a good thing or a bad thing So we had that 170 acre dairy farm for sale and this is the other farm that he has it's about 300 acres there's the Barn some silos. There's a house over there, too. We've got a lot of land. He's using some of it for corn He's using some of it for hay most of it for hay actually this Corn and stuff here is not part of that farm, but I definitely want to see what type of land quality has Sky owns this too over here. He's got the pond over there and just a Whole bunch of land as you guys can see it. This just this just goes on and on and on beautiful, but Once you realize how much 200 acres is 300 acres is it's not really that much land And you can't do as much as you would think on These facilities we drove by them quick, but like the house is old the barns are pretty old I mean they'll work, but You know that the dairy farm was a much worse shape the people that are currently staying on the dairy farm were actually outside so The donor didn't really want us to stop by because he doesn't like them that much You know they keep the farm kind of sloppy their stuff everywhere. It's not It's not how it should be So we're not gonna get a closer look at the dairy farm, but we're out here. We're gonna have a discussion we're gonna see what this guy has on the table and Maybe you guys can give us some feedback to Again, the main benefit would be that we have a lease instead of having to put any money down right now Imagine a Frankie boy had this Little of a treat forest beautiful pond Get lost in the woods with some rushing grow That's what I'm thinking right now What I'm actually thinking is we're gonna sell Frankie's bottle of water. Yeah, I get the stuff tested.  This looks good I've been swimming in years. I Can't really tell how close I'm supposed to get to this water and where it starts But this grass is so thick. I Could see This is nice. This is big cows would love this so we were just talking again about the options and He was saying that he wants to do a lease to buy option on the dairy farm but we have to pay double the lease price and half of that will go to the purchase price and On this larger farm property He wanted to do less Without having to do that addition to the purchase price thing but on a longer term lease and it looks like That dairy farm would be perfect to run the dairy operation on and then we could come over to this farm and do the chicken operation and possibly have some cattle and have the butcher shop over here So that looks pretty good right now, but we'll see we're definitely gonna Run some numbers see what we can negotiate and also look if there's any other properties I mean, you know on paper. This has kind of everything. I wanted I really does You know, I was kind of dreaming of having a water source although not I'm standing right next to it I'm I'm not as uh I'm not as willing to jump in but It looks beautiful So we'll see I'm gonna take another quick look at at what properties are available what the options are out there and What we want to do I don't really have any reservations about Buying either of these properties the dairy farm, you know the house on both properties The houses are in pretty crappy shape, but does that really matter? The dairy barn is in pretty poor shape that does matter because we'd have to rebuild it soon if the dairy operation expanded but Either way It really is the best of what's on the table right now what we've seen because there's not too many farms for sale in New York and the ones that are for sale are just not fitting the bill in any way whatsoever and The land in certain parts of New York is just super super super expensive millions of dollars that we can't afford So we'll see how the rest of the day goes and I'll give you guys another little up. How nice is that? So we're back at this guy's farm and what he does is he buys Cattle patents them up and he resells them. So it's kind of like grain-fed conventional stuff But me and Adam are gonna, you know talk on the car ride home We'll go over what we spoke about and I'll give you guys a brief little update It'll probably just be what I just said, you know We're gonna look around a little more see what's out there and think about this before we jump into anything because Even if this guy did want to sell the farm, we wouldn't get it until January 1st Same with the other property. So it's still still a couple months away. So you know seeing as it's September 18th Not too far, but let's see what else we got. So I ended up getting home at around 3 30 p.m. I was so exhausted I was like dozing off in the car on the way back and I've literally never fallen asleep Outside of my bed in like the last two years and then when I got home I laid down for about six hours. So it's around 10 p.m. Now we basically discussed what we needed in a farm on that car ride home and What we're looking at and both of these two properties don't really fit that bill for various reasons We don't need a lot of stuff on our farm, you know, the basics are a fully operating dairy barn and Preferably some more barns a higher acreage, but we don't even need that stuff in addition to the dairy barn We just need land that hasn't really been sprayed or just high quality grass. That is is natural organic Whatever you may have it hasn't been touched by man. So I'm gonna call up some more real estate agents again on Monday I'm going to take another look at what's available if any new properties have showed up on the market Hopefully we just pulled the trigger on something within a month or two and get things rolling because You know from every single perspective We really want to be providing higher quality foods and just have an easier place to work out of also Thank you guys for joining me today. If you guys do want to support us definitely check out the products We have available on Frankie's she range meet right now We're already offering plenty of local New York and Pennsylvania grass at beef in addition to that You guys could sign up for the various newsletters. I have on my different websites below just to stay updated So thanks again for joining me today guys, and I'll see you for tomorrow's video


The transformer consists of two key components, an encoder and a decoder. The encoder takes the English words simultaneously, and it generates embeddings for every word simultaneously. These embeddings are vectors that encapsulate the meaning of the word. Similar words have closer numbers in their vectors. The decoder takes these embeddings from the encoder and the previously generated words of the translated French sentence, and then it uses them to generate the next French word. And we keep generating the French translation one word at a time until the end of sentence is reached.


Hey everyone, SheaBear1000 here. We're getting ready to go have some lunch, but we're also gonna have a very special guest star with us today. So some of you may know him and those of you that don't will know him. So stick around, let's go hang out today. Okay so we're back. We're down here at the Burger Station, one of our favorite places. Now I told you, okay. Alright, so I told you we got a special guest. It was going to be here in just a second, but in mean time we have monkey here. And out here's the lake. We are in Henderson, but I don't know the name of this lake. That's the lake we went to that we don't keep hitting menu that we don't like to go to because it's really, it's where the boat ramp is. It's really hard to launch your boat. Well it's not so bad launching a boat, but bringing the boat back in is it's really rough. It's super single. That must be him. Yeah. I have a filly.  So anyway, but our food just came, so fast here. Anyway, yep. Ready? Here is our special guest star. Hey, how's it going? What's happening? Hey, hey, Saber. How are you? I'm fine. How you doing? Hey, everything's good here, man. Cool. Cool. So how's things been going with you? They're going pretty good actually. We have the puppet here you want to introduce yourself? I'm an actual sock puppet. Purchased at Walmart. You came from Walmart? I did. Oh wow. Yeah, I'm the boring old Dean puppet. Boring on me. Is Dean here? I hope not. Oh, the famous Dean move with us today. You're famous in my book. There will be a link in the description to his channel plus he is also on my future channels list. So he came over wanted to hang out for a few, get a bite to eat and the puppet came along with him. It did. Yeah. It did. Has that puppet been giving you problems? No, it's just for some of you. So yeah, so this is Dean moose. If you guys haven't met him, check him out. He's awesome. That's what he does best. He's always got these puppets and they're really cool. Very talented man here. He played the drums. He played piano. Used to play the drums. Used to play the drums. You can still play him. I think you should be able to. Yeah, you should be able to. But yeah, very talented. So we're going to get a bite to eat here and we'll be back with you guys. Okay guys, so that was my special guest star was Dean to move like a Dean move. Like I said, I will leave his link to his channel and the description box below and I just want to say thanks for stopping by Dean. Appreciate it. We hung out today. We had a great time. He done some filming. So, you know, he'll he'll get his video clips up and and it'll be great. We had a great time. Thanks again. Mo appreciate it. And like I said, I didn't really film. Well, I didn't film anything after the burger place.  And so but but the main the main reason of this video was was to for those of you that don't know him to introduce you to him. So he's been following me and I've been following him for the past 10 years. So we finally got to meet up and it was a great day. Thanks again. Mo appreciate it. And so anyway, guys, make sure you go over check out his channel, you know, and show some support and you'll like it. He does a lot of puppets as you've seen. So he has a great time with him and he's very good. Very talented. So anyway, guys, thanks for watching. Appreciate it. Shebert met the man ledge. I'm gone for now. Monkey's in getting ready to call her patients for tomorrow. And so we'll see you guys soon. Stay tuned for the next one. I got some videos coming up. I haven't filmed a lot lately because I wasn't feeling well and the new year and stuff. We'll get back on track here very soon. I got a couple of a I've got a couple of review videos to do. And once it warms up, we got some work to do on the track. You know, we'll be doing some painting on the track, changing fender, stuff like that. We've got some more camp videos this spring or whenever we get nice days, we'll go out and we are in Florida. We'll go camping and boating and fishing. So stay tuned for them. It's going to be a great year, guys. Appreciate it. Thanks again, move. Appreciate it. Thanks, monkey. Appreciate it. And shebert met the man ledge. I'm gone for now. Thanks to all you guys for your support. I really do appreciate it. Thanks for watching. We'll see you soon. Bye bye.


Hello friends, I am Sanjay Gupta. In this video, I'm going to demonstrate you how you can add two numbers in Java. So first I'm writing the code in Java, then I will be executing this code so that we can check whether the program is working properly or not. First of all, in Java, whenever you want to implement any particular logic, you have to implement that logic inside a class. So here name of class is some inside this class, I'm going to write main method. So you can see I have implemented a block for main method. It will receive command line arguments in ARGS string array. Its written type is void. It is a static method which will be called automatically whenever I will be executing this code. Now inside main method, I have to implement the code which will perform addition of two numbers and those numbers will be provided by the user. So I have declared three variables and one and two and three. Now I have to receive input from user for that purpose. I have to use scanner class. So I'm going to import a package Java, sorry import Java dot util dot scanner. So util is a package and inside that package scanner classes be implemented or predefined. So I'm going to use this scanner class. That's why I have imported this package or class. Now I'm going to create instance of this scanner class and I have passed an argument in instance of this scan class that is system dot in. So this input will be receiving all the inputs from the command prompt or you can say console. Now I'm writing a statement system dot out.println and it will display masses and the first number on output screen. So this message will be displayed after display of this message user will be providing a number. So I'm going to read that number inside and one variable through input dot next in. So here you can see I have used next in. So this next in is a method which is pre implemented in scanner class. So I have created instance of scanner class that is input. So through input I can call next in method to read input input from user. Now I have to read another number. So I'm copying line number eight and nine. I have pasted those lines and I'm modifying the masses and the second number and in place of N1 I'm writing N2. So this way I am able to read two numbers from user. Now I have to perform addition operation. So this is a simple addition operation and three equals to N1 plus N2. Now I have to display output on output screen. So again I'm using system dot out dot brain talent the masses some equals to will be displayed and the value of N3 will be displayed for separation. I'm using plus operator. So this way I have implemented the complete code for adding two numbers in Java. This is the simple program and this is the very first program of Java that you can implement in your system to understand how we can receive input and how we can perform addition and print the result on output screen. Now after implementation I have to save this code. So I'm pressing control S moving to D drive in D drive. I have a folder Java inside this Java folder. I'm going to save this program with some dot Java. So always remember that whenever you save your program you prefer name of class because after compilation byte code will be generated and all byte codes in Java will be generated with the name of class. So prefer name of class as source code saving. Now I have to execute this code. So I'm opening command prompt. You can see command prompt has been opened. Now I am moving to D drive inside D drive. I have to enter into Java folder. Now inside Java folder this sum dot Java file is present. So first time compiling this code with Java C space sum dot Java. So Java C is the command for compilation. If there are any errors it will be displayed on command prompt. Otherwise you can type next command. So here no error is displayed so I can execute the byte code which is generated. So let's see first byte code. So I have typed DIR command so it will display a directory or the files which are available in Java folder. Here you can see there are two files sum dot Java that I have created as source code and some dot classes created automatically just after the compilation. Now I can run this sum dot class file by typing Java space sum only. So this is the command for executing Java code. You can see it is asking for first number. I am entering 10. It is asking for second number. I am entering 20. You can see the result. It is displaying sum equals to 30. So this way you can see I have able to add two numbers which are provided by the user and I am able to see their sum on output screen. So this way you can add two numbers in Java. I hope you have understood how we can add two numbers in Java. If you want to watch more programming related videos you can subscribe my YouTube channel. Thank you for watching this video.


I'll call to order a special meeting of the Santa Cruz County Board of Supervisors. It is 1.30 p.m. on June 21st, 2022 Look if you could please call the roll supervisor friend here Coonerty here Caput here McPherson here and Koenig here. You have a quorum chair. Thank you We have one item on our agenda today, which is item 2 schedule a public hearing for June 28th 2022 to consider the approval of the grant Anticipation notes by the Santa Cruz County capital financing authority in order to provide Interim financing to the Pajaro Valley health care district In anticipation of grant funding from the state of California and the significant public benefit of such financing By the authority and take related actions as outlined in the memorandum of the auditor controller or treasurer tax collector For a report on this item. We have assistant CAO at Lisa Benson. Thank you, Mr. Chair, Lisa Benson CAO staff and yes, I'm filling in for Edith today This is a very straightforward administrative matter. We're asking you to schedule the public hearing on Jan June 28th to consider the information concerning approval of grant Anticipation notes by the Santa Cruz County capital financing authority These notes are to provide interim financing for the Pajaro Valley health care district in anticipation of grant funding from the state of California The notes Provide significant public benefit of such financing by the capital financing authority in accordance with the criteria specified in section 6586 of the California government code We're also requesting that the clerk of the board be directed to publish a notice of the public hearing on the 28th At least five days before the hearing in a newspaper of general general Circulation just as some quick context This is this is just a schedule that much more substantive conversation for next week And we will have the full team including our municipal finance advisor Suzanne Harrell available for the board to Understand this particular financing instrument to support our support of the health care district in inquiring Watsonville community hospital Thank You assistant CAO Benson Are there any questions or comments from members of the board? Seeing none. Are there any members of the public that wish us wish to address us on this item? We have no speakers for this item chair. All right, then I'll return to the board for action. Mr. Chair. I'll move the recommended actions Second motion by supervisor friend second by supervisor McPherson any further discussion Seeing none clerk roll call vote, please supervisor friend. Hi Coonerty. Hi McPherson. Hi and Konink. Hi item passes unanimously. Thank you Then that sets our public hearing for June 28th to hear more about this issue meeting adjourned


Well, good morning everybody. My name is Nicola Corona from Paul Sharon Institute in Switzerland. And first of all I would like to thank the organizer for the invitation for having me here. And actually to open these one year 90 developers meeting. I will call myself a developer in the 90. I'm more a user than still I'm very, very happy to be here and looking forward for discussion because now it's better. Yeah, I was saying because I'm very happy to be here because what I'm going to present now is a is a work we have been doing in in Los Angeles since a few years now. And it's slightly related to, to the money, when you function money and 90 in particular, and this is about a spectacular spectacular functional approach to spectroscopy that we name kubman compliance function. And in particular, it's. And in particular it's implementation in in quantum express so and the connection with the 90. So I first just give you a brief introduction on kubman spectral function what they are and what are the basic assumption behind and then I show you some benchmark to prove that this is indeed a very effective approach. And then I go to the central part of the presentation that is the application presented system where the connection with my new function is made up parent and, and the interface with 90 code is key for this development. And the central quantity we want to target our charge of citation, you are very familiar with this essentially. This is the, the best structure of your material and it's not the ground state property sorry principle density functional theory. So in this, in this respect, still you want to like to be able to actually reproduce this quantity essentially because they are connected with with the experiment like director inverse for the mission spectroscopy or angle result for the mission spectroscopy. So then the question is how do we simulate those those quantity. So for what concerns and system brings function meter that is considered to be a good compromise between accuracy and computational cost. And indeed for many weekly to moderate the material that this function theory already within the so called double approximation, give very accurate result for many, many material here you see just an example for silicon, in particular you see that the PEN gap is is correctly reproduced. Now the price you pay is that you have to to work with an unlocal and frequency dependent object, which is the one body with this function. And this is way more complex than what we are probably used to this density functional theory where the basic variable is the ground state that. So if if I do a step backward to density functional theory and I take the connection structure now I know this has no obvious connection with the actual been structural material, nevertheless, the, the, the quality, at least the qualitative agreement with that actually is quite remarkable. And the, the well known and unfamous underestimation of the, of the band gap. So, so the question is, can we have just something in between those two approaches trying to match the efficiency of a functional approach like density functional theory and the accuracy of functional theory. So our answer to this question is actually a cool ones puncture that are based on a very simple idea on the observation that essentially, what is missing in approximate density functional theory is the fact that the single particular value you're going to show energy, actually on a high here doesn't really match with the definition of a charge excitation that is the energy differences between the system and the system with plus or minus one, one electron. And this is with this function theory where this is enforced by construction, the pole of the one body response from actually are the single them charge excitation of your system. And the reason why this is missing in density functional theory is essentially because the energy as a spurious almost quadratic behavior on the occupation of the, of the orbit. If you remember, you know, I tell you the game value is nothing but the derivative of the energy with respect to the occupation number so essentially this cartoon here. The game value is nothing but the tangent to the to the red curve that represent a typical local senior condensate function. And now you see that these these are here the derivative doesn't really point toward the, the energy of a system with a minus one. The basic idea is to revert the spurious quadratic behavior into what we call movement compliant behavior, this blue line here, and now you see that you're, if you're able to do that, then the, the again value so the derivative will correctly give you the, the total energy differences between the new term the system with plus or minus one. So, this is very simple and actually. Yeah, just let me say that this is not, not new actually in a reading the FT you have something similar, you might be familiar. You might know this is the well known piecewise linearity condition and that's it. But this apply only to the energy as a function of the total number of electron, or if you want as a function of the occupation of the ice molecular occupation of the ice molecular orbit. And this in an original way to all the electron in the system and toward the occupation number so we are more general the density functional theory in this respect. And the nice thing is that you can do this with very simple correction to your density functional that here I call PI KC coupon compliant that actually turns out to depend on the orbital density. So this is, of course, the generalization of the FT as I was saying, but still way simpler than this function theory because now you're central variable central quantity of the orbital density so and local and real real objects. Now, I don't have time to go into the detail I just want to mention that this correction are actually devised and forcing the linearity condition I was explaining the slide. You end up with the very simple expression that are actually given in terms of the art extreme and correlation energy of your underlined that functions. And here we just to set the momentum that will we refer to KI is the black term here, which is the simplest correction we have and then we have a more advanced one that we call KI PC where we are the next term in right here. That is inspired by the set interaction correction by doing zoomer, and with this extra term the approach become exact for any one electron system so this would give you the right the exact solution for any one electron system. Now, these these expressions are quite simple but essentially are derived in a very strong approximation essentially that is that when we add or remove one particle and we analyze the energy, we assume that you're not readjust. And this is just to work out explicitly the expression is very simple and compact form. But of course he is a strong approximation if you want this would be the analogues of coupon theorem in art before where you have the linearity but working in a frozen art feature. So what you're missing is relaxation screen effect that actually are central to correctly described charge excitation. And we introduced this with some orbital density dependent screen coefficient that can be computed fully ab initio during the year we develop several ways to get this screen coefficient, probably the most general one and what we are happy with that the moment is is given here in this formula, it's a well defined average of the microscope microscopic the electric function of your system. Again, if you want to know more I will be more than happy to show you the detail where this come from but essentially you are robbing the response of the system. And finally, in addition of a tiny fraction of an electron in the in the in the system, and the numerator is when you account for the response of the system the denominator is what you don't, and the ratio between the two, give you a measure of the importance of this. And what is important, especially in this context and with connection with my new function is the third property of this class of functional that is the localization of the variation. Actually, because of these orbital dependent term up here, the, the function is no more unit are invariant under unit rotation of your mind for. And this means that the minimization drives you toward the unique set of what we call minimizing or additional orbital, that actually are typically very localized and resemble boys orbital molecule or maximum of high spending function in the standard system. And by the function itself. So at the end of the minimization we have this set of orbital here you see two of them for the police police yet in the chain. And once you reach the minimum, you typically take your matrix and multiply that we used to keep the orthogonality during the musician you diagonalize it and you get the canonical orbital and again value that actually has a direct connection with the experiment. So, like, I don't know if it's function or charging situation. Okay, this is a very brief summary of one. But as I was saying at the beginning that now we have a more general thing with the NC functional theory now the basic variable of the density and another striking different with respect to standard connection is that now we have one potential for each for each So this is clearly more more general. So it's also reminiscent of quasi particle approximation in this function theory where we have one self energy at the given value of the frequency for each. And, and I will show you that this is enough to to actually describe. charge at the system. So the first thing we did was actually to take a large set of a standardized set of molecules this is the GW 100 set you might be familiar with these. So these two benchmark and validate different GW implementation. And for this reason we have actually quantum chemistry result experiment, but also many different results for different and from different approaches ranging from simple correction to the empty like I'm just going to add the one off and then article can and different GW depending on the starting point or self consistent GW was a part of self consistent. And here I look at the, we look at the mean absolute terror for the first utilization potential evaluated as minus the energy of the homo again value. So I, I like the, the, the coupons function here you see KIPC that I show you in the previous slide and intermediate version where we apply in a perturbative fashion the KIPC I'm going to talk about the ground state. And as you can see the performance is quite remarkable we are in line with the, or even better than most of the GW result. But now, and we are almost as good as the best GW which in this case, or at least the last time I checked was you know that we're not on top of. And this despite the fact that this is quite a simple, simple approach, I, I like this down here, again, where we essentially deal with local independent. Now I have to be fair and just to say that this is exactly true but but you need these extra computational cost, given by the fact that you have to calculate the screen coefficient. If you want, as an analogy, this is pretty much like in the ft plus you. This is a very small overhead on density functional theory but still you need to compute the, the value of the you parameter and this might require additional calculation. This is another example to show that not only the first utilization potential but also other single party colleague in value are correctly reproduced here we took a set of 27 small molecules that are relevant for photovoltaic. You see the, the fuller in the scene. And again, this is the average performance of KI in blue and please in red, compared to the state of the art in GW. And you see again we are in line with this function theory or even slightly better especially for KPC. For both the first organization potential and the electric community, a game evaluated as miles the energy of the game. And also just want to mention that also deeper state are correctly produced. Here we computed the theoretical for the mission experiment for this is an example for C 60 fuller in. And you see that that KPC is remarkably good agreement with with with the experiment. And this is actually true for all the system we looked at so. And if you want all the details on how these are for the mission. You can check out this, this reference down here. Okay, and now just want to go to the central part of the presentation that is how do we extend it for these two periodic system or crystalline system. And this is where the localization of the variation of it and actually the connection with a new function is apparent and it's key to the success of the coupon function. And in order to show you this in some detail, I start with this with this light, essentially, I probably mentioned this or not but I just want to say that in a nutshell what kuban's function. It's actually enforcing a function for the concept of Delta CF. So the single particle again value as is replaced by a total energy differences between the neutral system and the system with plus or minus one. Now, you might know these, but it's well known that standard Delta CF on top of local semi local function is quite good for small molecule, but it's bound to fail in the thermodynamic needs. We did this computational experiment, we take a chain of a chain chain and we made, we made it increasingly longer and longer toward the thermodynamic limit represented by the polyacetylene chain. And we look at the first ionization potential again estimating different way down here in black triangle you see that the Homo from PV and you know this is completely wrong both for small molecule and you have to compare with this star here, the star and this red star here that represent the experiment or quantum chemistry calculation for small molecule. So you really look at Delta CF so you really do a to CF calculation with the system with an electron one for the system with an electron, and this is well known it's quite good for small molecule. But it goes back to the Homo to be when you approach the thermodynamic thing. And the reason for this failure is a combination of two fact the first one is that you're using the local function. The second one is that you are removing your electron from a from a block state or a canonical state that becomes more and more delocalized as you approach the thermodynamic link. So the solution is either you go for a highly non local functional or you remove the, the, the constraint on the, the localization of the chronicle. And this is actually what coupon does essentially they impose it as yet still working on with the local similar to that function but we force this delta CF on a set of vanilla like object that are presented here for those are two of them for the for the chain. And the reason we have a finite correction both for for small molecule and in the terminal clean to very specially KPC recover extremely good agreement with with the experiment. So this just say that the localization of the rationality is a key to get accurate correction also for for a standard system. This was a toy model we have we apply these to a set of 30 semi conductor for which we looked at the band gap and seven surface seven ionization potential from seven services. And again, we compare with the experiment and with this function theory here in the table you see the average performance of the function. So we find it's, it's quite remarkable the the accuracy of especially KPC and even more remarkable is the fact that the performance is consistent for both the band gap and the ionization potential which is not the case in this function theory so the quasi part of your self consistent GW gives a very good estimation of the band gap but the absolute position of the band edges is not very accurate and the opposite is true for for genome that we know so non-self consistent. And it's quite impressive and remarkable that KPC can do both job at the same time with the very same level of accuracy. But now let me just mention something that was some kind of headache for us for a few months essentially the fact that we are. We need to work with a set of localized that will apparently break the the transition symmetry of the of the system essentially you have to think of this kind of a defect in your system so we are adding a charge in a very localized state. This is called the natural way to address these it's in a supercell and indeed this is what we did up to now working in a supercell even if the system is perfect. And the question is, do we have block symmetry. Even if we're working with this set of localized and the answer is actually yes and this is the work done by Ricardo Genari at DPSL. And the key observation is that actually the variation of the one that comes out from the musician actually are by me like and by when you like and they satisfy some sort of probability that that is you can reconstruct all the. And this is the only thing you have to notice and if you use these are then you can prove that the coupon potential actually commute with all the translational operator. The committee said and this means we are a block compliant and this means that we have a best structure underlying even if you're working in a supercell. This is more conceptual than practical, because with that, that stage we still have to do a calculation in a supercell because this is pretty easy to get forward to do but then we can unfold the best structure. And then the entire best structure for instance of silicon in the primitive primitive brilliant zone. And this is important, especially if you have a system with an indirect gap where the three cents in silicon that the bottom of the conduction band is between gamma and X at some random point. And this again is done by Ricardo Genaro. Again, here the agreement with experiment is extremely, extremely good. And I would so complete the structure of the material. And last step, and this is where actually connection between 90 is even more important is essentially then the question is, so if we have translational symmetry. Can we just exploit them from the beginning and directly work in in a primitive cell and the answer again is yes. It's not as trivial as if you were working with the canonical condition state, but still you can do that. And the key observation is again that the basic quantity again at the orbital density. And those are if you want a new density by definition periodic on the supercell commensurate with the number of key points you want to, you want to have the same thing of the primitive cell in one zone. But the key observation is that given the fact that the variation orbital are like, so they have this translational product you can rewrite these objects as a sum of quantity that are periodic on the primitive cells simply motivated by a phase factor. And this is all you need to know to recast a problem whose national dimension is the supercell into a primitive cell plus the same thing of the brilliant zone. So as an analogy, this is pretty much the same that happened in phone on calculation, you can either do a frozen phone calculation where you build up a supercell that is commensurate with the wavelength you want to have the perturbation that you want to study, or do you use the machinery of density function perturbation theory where you decompose the perturbation into a sum of monochromatic one in the primitive cell, and you use a primitive cell approach and the same thing of the supercell. Of course, the, the, the, the advantage is from a computational point of view is, is tremendous because now you can work with a small, a small cell, you can, in principle, parallelize over two points in principle, space group symmetry of the system. And in quantum espresso, this stage as a as a post processing essentially the basic assumption is that now our variation a lot that actually coincide with maximum guys by new functions so we skip the minimization and we use a simply maximized by new functional obtained from a money and 90 calculation so but everything start with the pwc at calculation, this is the LBA best structure of the mass and I, then we use the money and 90 code to obtain the funny a function and we have to do these procedures so we want to rise separately occupied and empty many for this to have meaningful localized orbital for a charge excitation processing. And then, as I was saying, we have used these as a proxy for variational orbital and most of the case, this is an extremely good approximation so the minimization really doesn't modify much the, the, the, the maximum function. And then we implement the interface with money and 90, and this is the coupon code where essentially we take the output of the wcf, essentially the condition state, the output of money 90 essentially the rotational matrix that allows to go from the block representation to the to the money gauge for the connection state, and then you have to build up the basic ingredient that are the periodic part of the money density which is given simply by these, these, these objects here. And once you have this you can build up the ingredient needed for the equipment functional, first of all, you have to compute the screening coefficient and this is the real bottleneck of the of the calculation, because essentially this require a linear response calculation essentially you have to, to compute the action of these electric markets on some perturbation that you can imagine this as we are perturbing slightly perturbing the system adding a tiny fraction of an electron into a function. Essentially the perturbation it's something that looks like this is the art of exchange and correlation potential due to the, to the function, but the nice thing is that you can recast these into a sum of monochromatic contribution. You have to work within the primitive cell, and this is implemented with the machinery of density function perturbation theory so a split is some of empty state for the calculation weapon is, is, is not needed. And this is everything is well known for those of you that are not familiar essentially you have to solve a set of self consistent equation that are very similar to the standard one in a ground state calculation. So this is for for DFT but now instead of looking for the self consistent child density you look for the self consistent the self consistent variation of the child density due to this particular perturbation up here. In fact, you can build up the hook my name is Tony and, and this is a competition very cheap compared to the creation of the screen for patient. But the nice thing is that now you have it in a in a vanier representation so you can do all the post processing tool that you can imagine and that I love quite advanced looking at the talk of the summer school last week. The physical point of view what happened is that essentially the band deviance band is pushed downward the conduction then is pushed upward a bit and these results in a band gap that is extremely good agreement with with with experiment. And here I just show you some more example, again this gallium arsenide on the right here AI, and I compare with the standard idea or quite common approach that is this HSE I did function, and I compare with experiment these horizontal dashed line represent the band gap in green. The, the bandwidth of the balance band in blue and the position of the states in red out here. We know that the typical failure of the HSE correct for the band gap. A bit also for the position of the state, but wasn't there. The bandwidth and key items to these orbital dependent correction can reproduce correctly, the band gap improves a lot the description of the state and the bandwidth, at least unchanged. This to show that it's this approach is. In the quality is not a system dependent as it happens for hybrid function where you tune this missing parameter once for all and this is the case of HSE but this parameter might be an individual or a system dependent on the other side for a wide band gap it's later HSE is not. It's not good anymore, while AI because of these screening coefficient correctly produced the electric response of your system and also in this case an accurate estimation of the band gap once you remove the zero point contribution from the experiment. And this is a more challenging the case of the thing outside which is well known to be challenging also for GW calculation and again, here. The failure of a day is even, even more remarkable essentially because this stays down here from thinker to high energy and this push up the oxygen state and this closer, even more the band gap. The HSE quite good job goes in the right direction and AI is, is even better and almost better than you would expect. Okay, and with this I conclude, I hope I convince you that now we have a functional approach to get accurate charge the creation in a finite and standard system. The complexity of the approach actually is very appealing and promising for automated approach in particular with the automated magnetization. It's open source it will be released soon with quantum, quantum express and the basic idea is that we can have this can be used as a code pillar for a computational infrastructure that can be accessible to a broad audience. I want to acknowledge people because I'm not the only one working on this, because I was leading the project and that's a great use one of the first developer to be smiling at them. And then, then we have a formal postdoc and the cabinet in our case, but present. And many other people that contributed to the project. I should be open for question, but I might start with some questions for you essentially to streamline the situation actually we would like to have a robust and automatic linearization and I learned from the summer school that we have something already in place with just the CDM meeting also we have the automatic approach. And the other important thing is that we need to have a separate linearization for provide an empty manifold. So, this would be great. If I can discuss with someone you in particular. This morning saying that he's actually working on these and has some nice idea to get these working. So the computational point of view is it would be extremely relevant for us to be able to work on the irreducible bill and wedge of the Cape on it in the middle and so on essentially because where the image itself is not it's not the deal but the calculation of the screen requires actually a double sum over over Cape on so we would really benefit from the use of groups. Okay, and with this I thank you for the attention like open for question. Maybe first we answer a question was asked by Sergei on zoom. Sergei asked what is the relation between maximalization or position by Kubman's functional for instance for some topological ideas when your functionalities cannot be looked at. It's hard to position one of the reaction are Kubman's arm it has always been right. Now this is a very, very good question typically or for the system we used to we looked up to now that essentially are 3d periodic system with no trivial topology. The variation of the actually are very similar to funny function that I the basic idea is that actually what Kubman's function. The minimization is driven by a set factor determine and you know from chemistry at least that this is one of the different way you can get localized or so maximizing the set factory. Now I don't remember the name for this localization procedure but this is one of the possibility and all this localization procedure produce a very similar function is the reason why. So maximizing our square or maximizing the set factory is pretty much the same. But so I would expect that we have the same, the same limitation as you have in maximum has been a function for the system you were mentioning, but this is something we never really tried and it would be extremely. Nice to see. Thank you. I have two questions. So, in the result that you are showing at the end so you get amazing agreement with experiments, just to confirm so the experiment you subtract the zero point motion. Yes. Okay, yeah. Yes. For medium flow, right. Yes. Zinc oxide I'm not sure probably know something to check. I don't know. I mean if you have any idea how important it is for Zinc oxide very happy to hear if you have some references. And for gallium arsenide also we added the spin orbit effect because this is not in the implementation yet so we are for a movie 0.1 from the from our calculation to account for this. And also the PR. If for going tonight. No, I think it shouldn't be there. And the other question is now that you have both implementation so supercell and primitive cell. Have you done any comparison for example for get a mastermind. And particularly I'm interested in the convergence rate. So like to get the same value. Do you have some blood do you know how fast or slow, the supercell converge to the single cell guy result for the same guy.  We did some extra approximation time approximation on the actual form of function so there's no one to one correspondence between this implementation and the supercell one. But this is a typically is a very good approximation in principle you would expect to see exactly the same result because it's really just a writing of your problem in supercell in a primitive cell to a center of the apart from the smaller one implementation, the convergence is something we didn't check but actually be the screen or carefully let's say. So in principle the two has to converge in the very same way. So the size of the supercell is exactly the same converging parameter number of k point in your presentation. And the screen coefficient converge. I think, well, you should converge very, very easily in semiconductor, you know you don't need that very large. So in terms of k mesh to convert the electric project like the microscopic function for metal so when they get those. So in terms of q grid. Is it like 444. Yeah, so in this, in this application is a six by six by six supercell and this is already enough for to have a decent interpolation of the bands because again, now you can. Those are converges out but I think even four by four by four for the screen. It's something. Thank you. Any other questions. Yes. Thank you very much for the talk. And I want was wondering, looking at your final result about linear response. If there is any way to compute, for example, vibrational properties, or any other linear response properties with this kind of data. Thank you. And so you're asking if you can use these as a, let's say that the starting point for a phone on calculation or. So, not at this stage. And now everything is implemented. If you want to like energy not that you're not so it's really not fully self consistent so. But in principle, you, you, I don't see any, any, any real obstacle to these. Well, So, not with any response but maybe with a certain for an approach for sure, you will be doing a supercell and you compute. So, I think it's doable. And maybe a quick comment on this in the sense that the KI functional as the exactly the same total energy of the base function you start with. So it's not giving you improved energetics from LDA or PV or PV so. So the AI PC functional ads are this Purdue Zunger self interaction correction with a screening coefficient that comes if you want from imposing a spectral property imposing a linearization. This seems to be working well so it's basically a local screen the focal term. Okay, we have only one case where we looked at this that was some of the DNA and RNA basis, and that term was giving the right portion of a certain angle that wouldn't be. But it's not that we expect particularly exciting results from the total energy and does the phone also, apart from the fact that you have consistently in KI busy a screen focus change that at the end is the same thing that that hybrid functionally different labels are giving so my feet also. Okay, for KI is absolutely the same. I mean, and KI PC would be similar to a hybrid with just a different flavor of a screened for exchange. But again to do phone also. I think it would be simpler to do a finite differences with phone or my than trying to do a question on top of that. Exactly as also in the FT plus you. I mean there are phone also in the FT plus you with the response. That is so much easier to do them by finding differences. If you want there is one additional concept that is this screening coefficient is a configuration dependent. So if you take the first of the second derivative of the total energy, you should take in principle into account that also the screening coefficient is configuration dependent so it contributes to the frequency, and that makes itself a little bit more complicated. Okay, yeah. Other questions. Yes, I'll say. Very quickly so for, for empty states, but so the, how does your result depend on the, on the disentanglement window. Now, good, good, very good question so this is something that we need to explore more systematically would say, but there is of course dependence because now your function depends on the actual shape of the, of the orbital density of the plug in so of course I mean the modification is dramatic, then, then you would expect to have also sensible changes in the gap or the property. But if the disentanglement and now here I'm not an expert but if it's just to give similar function just more localized than I would expect that the dependence is not dramatic but in principle yes we have. And this is also for, for the, for the occupied man for if you get different kind of organization. Actually, this is counterbanz but the screen coefficient that depends actually on the shape of the contract, but we have these. But in principle we have minimization we know which is the right. This is for occupied for empty. Maybe I have a question then so the, the, you mentioned that implementation is done with the FPD and so with Q points. So it's also the vanuization part is done in the primitive cell not in the supercell. Yeah, here in this workflow everything is done in a previous cell, so there's, I mean it's really like a standard calculation. And the only thing you have to do is this, the FPD that process is quite complexion intense but it's like the competition on the you with the. But it's intensive in terms of time or in terms of memory. In terms of computational time in the sense that, that this is the real bottleneck of the calculation, because it's, I mean it's a linear response so in principle you would need to solve a problem that is like standard the CF in the FD but for for each of non equivalent all of them are identical you get once, and that's all but these are an extra competition of course that you have to perform. No more questions, I think we can thank you to the next speaker. So, next week we saw some you. So for those who are connected online we have a half an hour break and then we resume with our schedule right over here.