Popular GitHub Repositories for Differentiable Simulations

A differentiable PDE solving framework for machine learning

large population models

A JAX-based research framework for differentiable and parallelizable acoustic simulations, on CPU, GPUs and TPUs

Pytorch differentiable molecular dynamics

Differentiable neuron simulations with biophysical detail on CPU, GPU, or TPU.

Efficient GPU-computing simulation for differentiable crystal plasticity finite element method