Catherine H. Crawford

1. Multiscale Neural Operator: Learning Fast and Grid-independent PDE Solvers
   2022/07/23 by Björn Lütjens, Lütjens, Björn, Catherine H. Crawford +7 · 2 citations
   Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computational Engineering #Computational Physics and Python Applications #Distributed #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Parallel #and Cluster Computing (cs.DC) #and Science (cs.CE)
2. PCE-PINNs: Physics-Informed Neural Networks for Uncertainty Propagation in Ocean Modeling
   2021/05/05 by Björn Lütjens, Catherine H. Crawford, Lütjens, Björn +5 · 1 citation
   Computer Science · Earth and Planetary Sciences · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Seismic Imaging and Inversion Techniques