neural-pde

Here are 7 public repositories matching this topic...

SciML / DiffEqFlux.jl

Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods

neural-networks partial-differential-equations differential-equations ordinary-differential-equations differentialequations stochastic-differential-equations delay-differential-equations pinn neural-ode scientific-machine-learning neural-sde neural-pde neural-dde neural-differential-equations stiff-ode scientific-ml scientific-ai neural-jump-diffusions neural-sdes physics-informed-learning

Updated Nov 9, 2024
Julia

tensordiffeq / TensorDiffEq

Star

Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed computing

distributed-systems tensorflow gpu neural-networks gpu-acceleration differential-equations gpu-computing multi-gpu collocation tensorflow2 multi-gpu-training scientific-machine-learning neural-pde pinns physics-informed-learning physics-informed-neural-networks

Updated Mar 1, 2022
Python

MachineLearningJournalClub / MLJC-UniTo-ProjectX-2020-public

Star

Public repository for the proposal “Physics-Informed Machine Learning Simulator for Wildfire Propagation” - MLJC University of Turin - ProjectX2020 Competition (UofT AI)

machine-learning neural-network partial-differential-equations differential-equations wrf scientific-machine-learning neural-pde pinns wildfire-propagation sci-ml