Leiteritz, Raphael

1. PDEBENCH: An Extensive Benchmark for Scientific Machine Learning
   2022/10/13 by Makoto Takamoto, Timothy Praditia, Takamoto, Makoto +11 · 85 citations
   Computer Science · Materials Science · Physics and Astronomy · #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Machine Learning in Materials Science #Model Reduction and Neural Networks
2. How to Avoid Trivial Solutions in Physics-Informed Neural Networks
   2021/12/10 by Raphael Leiteritz, Leiteritz, Raphael, Dirk Pflüger +1 · 3 citations
   Computer Science · Materials Science · Physics and Astronomy · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Model Reduction and Neural Networks