De Haas-Lorentz was one the first to apply Albert Einstein 's theory of Brownian motion to other domains. During her thesis work, she was the first to carry out a theoretical analysis of thermal fluctuation of electrons in electrical circuits, predating the experimental discovery of the Johnson–Nyquist noise. She considered that a circuit with resistance R and inductance L should store an energy E = LI /2, where I is the current. If there was a fluctuating thermal current, by the equipartition theorem the energy would be related to the thermal energy kT where k is the Boltzmann constant and T is the temperature. De Haas-Lorentz obtained,