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Lex Kemper, the Inaugural 2002 Alvarez Fellow in Computing Sciences at Berkeley Lab, is now a senior scientist and head of the interdisciplinary Laboratory for Scientific Computing and Modeling at the Paul Scherrer Institut in Switzerland. He shared some of his recent work in this talk on October 4, 2022. Berkeley Lab's Luis W. Alvarez Fellowship in Computing Sciences offers upcoming or recent Ph.D.'s the opportunity to work on some of the most important research challenges in computing sciences at a national lab synonymous with scientific excellence. The Alvarez Seminar Series features current and past Alvarez Fellows talking about their research and career paths. To learn more about the series, visit https://go.lbl.gov/alvarez-seminars. In this talk, Adelmann takes you on a guided tour where he combines physics modeling with high-performance computing and numerical mathematics. He discusses how to reduce nuclear waste, search for sterile neutrinos, and develop highly parallel open-source software within a multinational team. Towards the end he shares ongoing works regarding surrogate and inverse models using deep learning techniques and Exascale computing.