jacklbw Goto Github PK
Type: User
Company: University of Michigan
Location: Ann Arbor
jacklbw's Projects
ar-pde-cnn
Physics-constrained auto-regressive convolutional neural networks for dynamical PDEs
deepxde
Deep learning library for solving differential equations and more
gdm-pce
Source code of: "Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models".
idrlnet
IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.
neurodiffeq
A light-weight & flexible library for solving differential equations using neural networks based on PyTorch. Spatial-temporal ODEs and PDEs are both supported.
pgml_rom
This repository contains codes related to manuscript on "Model fusion with physics-guided machine learning: projection based reduced order modeling"
phycnn
Physics-guided Convolutional Neural Network
sciann-applications
A place to share problems solved with SciANN
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