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physics-based-neuralnetwork

Here are 5 public repositories matching this topic...

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

Example problems in Physics informed neural network in JAX

colab navier-stokes pinn laplace jax physics-informed-neural-networks physics-based-neuralnetwork

Updated Aug 23, 2023
Jupyter Notebook

YasminSalehi / PhysGNN

Implementation of PhysGNN (Accepted at NeurIPS2022)

deep-learning graph-neural-networks physics-based-neuralnetwork

Updated Nov 3, 2022
Python

AryaAftab / Physics-based-neural-network

Physics-based neural network with Sine Activation Function

deep-learning differential-equations fenics periodic-activation physics-based-neuralnetwork

Updated Aug 28, 2021
Jupyter Notebook

simulation-science / simulation-science.github.io

Machine Learning Research to Advance Simulation Science

machine-learning deep-neural-networks research reinforcement-learning simulation partial-differential-equations physics-simulation meshes gnns graph-neural-networks hybrid-models computational-efficiency physics-based-neuralnetwork

Updated Jul 23, 2022
JavaScript

srinath2022 / physics-based-DL

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

deep-learning physics-simulation physics-based-neuralnetwork

Updated Dec 17, 2022
Jupyter Notebook

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