pinn topic
rpi3-hackrf
A remix of Arch Linux ARM for Raspberry Pi 3 B+ built for HackRF and RTL-SDR
deepxde
A library for scientific machine learning and physics-informed learning
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
NeuralPDE.jl
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
neurodiffeq
A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.
NeuralSolvers
Neural network based solvers for partial differential equations and inverse problems :milky_way:. Implementation of physics-informed neural networks in pytorch.
PINN-laminar-flow
Physics-informed neural network for solving fluid dynamics problems
pinn-pytorch
Deep learning library for solving differential equations on top of PyTorch.
PINA
Physics-Informed Neural networks for Advanced modeling
Physics-informed-neural-network-in-JAX
Example problems in Physics informed neural network in JAX