×

torchdiffeq

swMATH ID: 35082
Software Authors: Ricky T. Q. Chen, Yulia Rubanova, Jesse Bettencourt, David Duvenaud
Description: torchdiffeq: PyTorch Implementation of Differentiable ODE Solvers. This library provides ordinary differential equation (ODE) solvers implemented in PyTorch. Backpropagation through all solvers is supported using the adjoint method. For usage of ODE solvers in deep learning applications, see [1]. As the solvers are implemented in PyTorch, algorithms in this repository are fully supported to run on the GPU.
Homepage: https://github.com/rtqichen/torchdiffeq
Source Code: https://github.com/rtqichen/torchdiffeq
Dependencies: PyTorch
Related Software: Adam; PyTorch; TensorFlow; DGM; PDE-Net; AlexNet; ImageNet; ANODEs; Wasserstein GAN; Glow; FFJORD; GitHub; PRMLT; DeepONet; NICE; L-BFGS; FPINNs; AntisymmetricRNN; CIFAR; VAMPnets
Cited in: 86 Publications
all top 5

Cited by 255 Authors

3 Dong, Bin
3 E, Weinan
3 Karniadakis, George Em
3 Lin, Guang
3 Ruthotto, Lars
3 Xiu, Dongbin
2 Cao, Yanzhao
2 Celledoni, Elena
2 Chen, Song
2 Ehrhardt, Matthias Joachim
2 Göttlich, Simone
2 Han, Jiequn
2 Li, Jingshi
2 Matsuda, Takeru
2 Maulik, Romit
2 Miyatake, Yuto
2 Owren, Brynjulf
2 Schönlieb, Carola-Bibiane
2 Tang, Yifa
2 Wan, Xiaoliang
2 Wu, Kailiang
2 Zhu, Aiqing
1 Affili, Elisa
1 Ahmed, Mansoor
1 Ålund, Oskar
1 Askari, Armin
1 Avelin, Benny
1 Ayed, Ibrahim
1 Balaprakash, Prasanna
1 Bao, Feng
1 Beise, Hans-Peter
1 Benning, Martin
1 Bhat, Harish S.
1 Bilal, Anas
1 Brehmer, Johann
1 Brunton, Steven L.
1 Bungert, Leon
1 Chapron, Bertrand
1 Chatigny, Philippe
1 Chen, Xiaoli
1 Chen, Yuyan
1 Chen, Zhen
1 Choi, Youngsoo
1 Chou, Ching-Shan
1 Cichocki, Andrzej
1 Colas, Cédric
1 Collard, Fabrice
1 Cranmer, Kyle
1 Cuchiero, Christa
1 Cyr, Eric C.
1 Darve, Eric
1 Daskalakis, Constantinos
1 Daulbaev, Talgat
1 de Bézenac, Emmanuel
1 Deng, Wei
1 Dona, Jérémie
1 Drori, Iddo
1 Drumetz, Lucas
1 Du, Qiang
1 Du, Yifan
1 Duan, Jinqiao
1 Efendiev, Yalchin R.
1 El-Bakkali, Amin
1 Etmann, Christian
1 Fablet, Ronan
1 Fan, Jianqing
1 Favaro, Stefano
1 Félix, Paulo
1 Forgione, Marco
1 Forsyth, Peter A.
1 Frank, Martin
1 Fung, Samy Wu
1 Gallinari, Patrick
1 Gao, Liyao
1 García, Constantino A.
1 Gauger, Nicolas R.
1 Gaultier, Louis
1 Gibali, Aviv
1 Giesecke, Elisa
1 Gilboa, Guy
1 Goel, Rishab
1 Gu, Fangda
1 Günther, Stefanie
1 Gusak, Julia
1 Haber, Eldad
1 Hagemann, Paul Lyonel
1 Hagge, Tobias J.
1 Hähnel, Philipp
1 Hait-Fraenkel, Ester
1 Hammadi, Youssef
1 Hart, Joseph L.
1 Hartmann, Dirk
1 He, Cuiyu
1 He, Shuaipeng
1 He, Xingzhe
1 Heaton, Howard
1 Hejblum, Boris P.
1 Hennig, Philipp
1 Herty, Michael Matthias
1 Hong, Liu
...and 155 more Authors
all top 5

Cited in 49 Serials

18 Journal of Computational Physics
5 SIAM Journal on Mathematics of Data Science
4 Journal of Machine Learning Research (JMLR)
3 Computer Methods in Applied Mechanics and Engineering
3 Journal of Computational and Applied Mathematics
3 Communications in Computational Physics
2 Physica D
2 European Journal of Applied Mathematics
2 Journal of Computational Dynamics
2 Research in the Mathematical Sciences
1 Inverse Problems
1 Nonlinearity
1 Bulletin of Mathematical Biology
1 Applied Mathematics and Computation
1 Automatica
1 BIT
1 SIAM Journal on Numerical Analysis
1 Systems & Control Letters
1 Statistical Science
1 International Journal of Approximate Reasoning
1 MCSS. Mathematics of Control, Signals, and Systems
1 Journal of Scientific Computing
1 Neural Networks
1 Computational Mathematics and Mathematical Physics
1 Proceedings of the National Academy of Sciences of the United States of America
1 Journal of Mathematical Imaging and Vision
1 SIAM Journal on Scientific Computing
1 ETNA. Electronic Transactions on Numerical Analysis
1 The Journal of Artificial Intelligence Research (JAIR)
1 Annals of Mathematics and Artificial Intelligence
1 European Journal of Control
1 Chaos
1 Communications in Nonlinear Science and Numerical Simulation
1 SIAM Journal on Applied Dynamical Systems
1 Statistical Applications in Genetics and Molecular Biology
1 Analysis and Applications (Singapore)
1 Journal of Statistical Mechanics: Theory and Experiment
1 Logical Methods in Computer Science
1 SIAM Journal on Imaging Sciences
1 Discrete and Continuous Dynamical Systems. Series S
1 Mathematical Geosciences
1 International Journal of Biomathematics
1 Science China. Mathematics
1 Statistics and Computing
1 Journal of the Operations Research Society of China
1 Journal of the Japan Statistical Society. Japanese Issue
1 Electronic Research Archive
1 Foundations of Data Science
1 Fixed Point Theory and Algorithms for Sciences and Engineering

Citations by Year