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Jerry Liu, a Stanford University DOE CSGF recipient, attempts to move machine learning from pattern recognition to scientific reasoning. Liu works at the intersection of pure mathematics and these cutting-edge artificial intelligence tools. He focuses on improving these methods in areas such as differential equations, physics and identifying trends in regularly occurring events.