🤖Can physics-informed neural networks improve granular flow predictions?

Researchers developed an enhanced PINN framework to solve forward and inverse problems in granular flow.

Smart Chemical Eengineering
doi.org/10.53941/sce...

#MachineLearning #GranularFlow #PINN

ProPINN: Demystifying Propagation Failures in Physics Informed Neural Networks

Yuezhou Ma, Haixu Wu, Hang Zhou, Huikun Weng, Jianmin Wang, Mingsheng Long

Action editor: Lei Feng

https://openreview.net/forum?id=Wy54lrFd46

#propagation #pinn #pinns