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; DGM; PyDEns; TensorFlow; PyTorch; SimNet; SciANN; TensorDiffEq; NeuralPDE.jl; IDRLnet; DeepONet; DifferentialEquations.jl; Elvet; Drekar; Python; PINN; PhyGeoNet; PPINN; neural-tangents; PINNsNTK Cited in: 3 Publications Standard Articles 1 Publication describing the Software Year all top 5 Cited by 11 Authors 1 Cuomo, Salvatore 1 Giampaolo, Fabio 1 Liao, Guangyuan 1 Piccialli, Francesco 1 Raissi, Maziar 1 Rozza, Gianluigi 1 Schiano Di Cola, Vincenzo 1 Zeng, Shaojie 1 Zhang, Limin 1 Zhang, Zong 1 Zou, Qingsong Cited in 3 Serials 1 Journal of Computational Physics 1 Mathematics and Computers in Simulation 1 Journal of Scientific Computing Cited in 4 Fields 3 Computer science (68-XX) 2 Numerical analysis (65-XX) 1 Partial differential equations (35-XX) 1 Systems theory; control (93-XX) Citations by Year