Raphaël Pestourie

1. Physics-Informed Neural Networks with Hard Constraints for Inverse Design
   2021/01/01 by Lu Lu, Raphaël Pestourie, Wenjie Yao +3 · 25 citations
   Biochemistry, Genetics and Molecular Biology · Engineering · Physics and Astronomy · #Advanced Electron Microscopy Techniques and Applications #Model Reduction and Neural Networks #Topology Optimization in Engineering
2. Multifidelity deep neural operators for efficient learning of partial differential equations with application to fast inverse design of nanoscale heat transport
   2022/04/14 by Lu Lu, Raphaël Pestourie, Lu, Lu +5 · 15 citations
   Materials Science · Physics and Astronomy · Biochemistry, Genetics and Molecular Biology · #Machine Learning in Materials Science #Model Reduction and Neural Networks #Heat shock proteins research