 In 1968, he returned to his "alma mater", Cornell University, to become the Peter J. W. Debye Professor of Chemistry.He was elected to the United States National Academy of Sciences in 1982.While at Cornell, McLafferty assembled one of the first comprehensive data bases of mass spectra and pioneered artificial intelligence techniques to interpret GC/MS results.