physics-based-neuralnetwork 开源项目推荐（7 个）

ASEM000 /Physics-informed-neural-network-in-JAX

Example problems in Physics informed neural network in JAX

YasminSalehi /PhysGNN

Implementation of PhysGNN (Accepted at NeurIPS2022)

AryaAftab /Physics-based-neural-network

Physics-based neural network with Sine Activation Function

lyteabovenyte /3D_Computer_Vision

Covering 3D computer vision concepts and implementations from state-of-the-art papers and architectures

molokwuvictor /3d-physics-based-ai-surrogate-reservoir-model

3D physics-based AI surrogate reservoir model for fast simulation, forecasting and many-query analysis in gas and gas-condensate reservoirs.

srinath2022 /physics-based-DL

Experiments on Physics based DL. Using physics equations to guide the training along with supervised loss.

simulation-science /simulation-science.github.io

Machine Learning Research to Advance Simulation Science