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Pu Ren Home Publications Activities Pu Ren I am a Postdoc Fellow in Machine Learning and Analytics Group at Lawrence Berkeley National Lab , where I am working with Prof. Michael Mahoney . I received my Ph.D. at Northeastern University in July 2022, where I worked with Prof. Hao Sun and Prof. Ryan Wang . I was also fortunate to collaborate with Prof. Jerome F. Hajjar , Prof. Yang Liu , and Prof. Jian-Xun Wang . I am broadly interested in AI methods for scientific problems. I am working on both the methodology and application sides of scientific machine learning. Specifically, I work on soft and hard-constrained machine learning, super-resolution, and generative modeling. I apply these methods to many scientific domains, e.g., fluid dynamics, climate science, geophysics, and earthquake engineering. Email: pren AT lbl DOT gov Recent News [07/2024] We are organizing a workshop at NeurIPS 2024 on Foundation Models for Science. We welcome submissions on sci...
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