Graph Neural PDEs
The lightweight Base library for shared types and functionality for defi...
PDE-Net: Learning PDEs from Data
Scientific machine learning (SciML) benchmarks, AI for science, and (dif...
Linear operators for discretizations of differential equations and scien...
Deep BSDE solver in TensorFlow
An interactive book about the Riemann problem for hyperbolic PDEs, using...
TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural...
DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators...
[NeurIPS 2021] Galerkin Transformer: a linear attention without softmax
Tools for building fast, hackable, pseudospectral partial differential e...
Solution of nonlinear multiphysics partial differential equation systems...
C and Python examples from my book on using PETSc and Firedrake to solve...
PyClaw is a Python-based interface to the algorithms of Clawpack and Sha...
Python model solving the shallow water equations (linear momentum, nonli...