isds-neu's repositories

PhyCRNet

Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs

Language:PythonLicense:MITStargazers:96Issues:5Issues:19

EQDiscovery

Physics-informed learning of governing equations from scarce data

PeRCNN

Encoding physics to learn reaction-diffusion processes

Language:PythonLicense:MITStargazers:69Issues:3Issues:3

PiSL

A python implementation of Physics-informed Spline Learning for nonlinear dynamics discovery.

Language:PythonLicense:MITStargazers:20Issues:0Issues:0

SymbolicPhysicsLearner

Symbolic physics learner: Discovering governing equations via Monte Carlo tree search

Language:Jupyter NotebookLicense:MITStargazers:15Issues:3Issues:0

PDENet

Physics-encoded Deep Learning

License:MITStargazers:1Issues:1Issues:0

EQDiscoveryImage

Forthcoming....

Stargazers:0Issues:1Issues:0