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NeuroDiffEq

swMATH ID: 32454
Software Authors: Chen, Feiyu; Sondak, David; Protopapas, Pavlos; Mattheakis, Marios; Liu, Shuheng; Agarwal, Devansh; Di Giovanni, Marco
Description: NeuroDiffEq: A Python package for solving differential equations with neural networks. NeuroDiffEq is a Python package built with PyTorch that uses artificial neural networks (ANNs) to solve ordinary and partial differential equations (ODEs and PDEs).
Homepage: https://zenodo.org/record/3676028#.XoW0Ti35yiI
Source Code:  https://github.com/odegym/neurodiffeq
Dependencies: Python
Keywords: Python package; differential equations; neural networks; Journal of Open Source Software; JOSS; PyTorch
Related Software: DeepXDE; Adam; PyDEns; DGM; TensorFlow; DeepONet; SimNet; PyTorch; FPINNs; NeuralPDE.jl; XPINNs; hp-VPINNs; PPINN; PhyGeoNet; SciANN; D3M; NSFnets; DiffSharp; GPyTorch; PINNsNTK
Cited in: 11 Documents

Standard Articles

1 Publication describing the Software Year
NeuroDiffEq: A Python package for solving differential equations with neural networks Link
Feiyu Chen; David Sondak; Pavlos Protopapas; Marios Mattheakis; Shuheng Liu; Devansh Agarwal; Marco Di Giovanni
2020

Citations by Year