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shinhkt's starred repositories

deepxde

A library for scientific machine learning and physics-informed learning

Language:PythonLGPL-2.12751 56 786

PINNpapers

Must-read Papers on Physics-Informed Neural Networks.

Language:PythonMIT923 26 4

Physics-Informed-Neural-Networks

Investigating PINNs

Language:Jupyter NotebookMIT512 6 5

hpinn

hPINN: Physics-informed neural networks with hard constraints

Language:Jupyter NotebookApache-2.0115 5 9

PINN-Helmholtz-solver-adaptive-sine

Language:Python33 20

Code for sound field predictions in domains with impedance boundaries. Used for generating results from the paper "Physics-informed neural networks for 1D sound field predictions with parameterized sources and impedance boundaries" by N. Borrel-Jensen, A. P. Engsig-Karup, and C. Jeong.

Language:PythonMIT26 20

Cascaded_GRU_Networks

Language:Python600

PINNs

Physics-informed neural networks for elastodynamics and acoustics

Language:PythonMIT3 20

physics_informed_neural_network

Language:Jupyter Notebook200