Holl, Philipp

1. Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers
   2020/06/30 by Um, Kiwon, Brand, Robert, Yun +3 · 22 citations
   #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
2. Learning to Control PDEs with Differentiable Physics
   2020/01/21 by Philipp Holl, Holl, Philipp, Vladlen Koltun +3 · 11 citations
   Engineering · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Oil and Gas Production Techniques #Reservoir Engineering and Simulation Methods
3. Simulating Liquids with Graph Networks
   2022/03/14 by Jonathan Klimesch, Philipp Holl, Klimesch, Jonathan +3 · 1 citation
   Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Machine Learning in Healthcare