hsbhc's repositories
IOM-RBF-FD
Iterative optimization method for determining optimal shape parameter in RBF-FD
PDEcollector
Collect PDE and its true solution
A-PINN
A-PINN: Auxiliary physics informed neural networks for forward and inverse problems of nonlinear integro-differential equations
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CFDPython
A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/
Language:Jupyter NotebookNOASSERTION000
Language:Python000
PDEBench
PDEBench: An Extensive Benchmark for Scientific Machine Learning
Language:Python000
Physics-Informed-Neural-Networks
Investigating PINNs
MIT000
PINN-elastodynamics
physics-informed neural network for elastodynamics problem
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PINN-laminar-flow
Physics-informed neural network for solving fluid dynamics problems
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SA-PINNs
Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]
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