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PyTorch

swMATH ID: 20939
Software Authors: A. Paszke, S. Gross, F. Massa, A. Lerer, J. Bradbury, G. Chanan, T. Killeen, Z. Lin, N. Gimelshein, L. Antiga, A. Desmaison, A. Kopf, E. Yang, Z. DeVito, M. Raison, A. Tejani, S. Chilamkurthy, B. Steiner, L. Fang, J. Bai, S. Chintala
Description: PyTorch python package: Tensors and Dynamic neural networks in Python with strong GPU acceleration. PyTorch is a deep learning framework that puts Python first.
Homepage: http://pytorch.org/
Related Software: TensorFlow; Adam; Python; ImageNet; GitHub; Scikit; NumPy; AlexNet; SciPy; DGM; Keras; Theano; MNIST; DiffSharp; DeepXDE; MXNet; BERT; Caffe; CIFAR; Tensor2Tensor
Referenced in: 325 Publications
all top 5

Referenced by 1,072 Authors

6 Osher, Stanley Joel
4 Hwang, Hyung Ju
4 Rabczuk, Timon
4 Zabaras, Nicholas J.
3 Bacciu, Davide
3 Darve, Eric
3 Glaunès, Joan Alexis
3 Hesthaven, Jan S.
3 Mishra, Siddhartha
3 Nguyen-Thanh, Vien Minh
3 Pauwels, Edouard Jean Robert
3 Trask, Nathaniel A.
3 Wang, Bao
3 Wang, Jian-Xun
3 Xu, Kailai
3 Zhuang, Xiaoying
3 Zohdi, Tarek I.
2 Ammar, Haitham Bou
2 Anandkumar, Anima
2 Anitescu, Cosmin
2 Ayed, Ibrahim
2 Babenko, Mikhail
2 Badías, Alberto
2 Bertsimas, Dimitris John
2 Bilionis, Ilias
2 Böhlke, Thomas
2 Bolte, Jérôme
2 Brooks, Daniel R.
2 Cheng, Lin
2 Chinesta, Francisco
2 Citti, Giovanna
2 Cowen-Rivers, Alexander I.
2 Cueto, Elias
2 Cuomo, Salvatore
2 Cyr, Eric C.
2 Dash, Tirtharaj
2 de Bézenac, Emmanuel
2 Durlofsky, Louis J.
2 Errica, Federico
2 Feinauer, Christoph
2 Fung, Samy Wu
2 Gajek, Sebastian
2 Gallinari, Patrick
2 Gao, Han
2 Goswami, Somdatta
2 Haghighat, Ehsan
2 Han, Jiequn
2 Harchaoui, Zaid
2 Heaton, Howard
2 Hernandez, Quercus
2 Hoos, Holger H.
2 Huang, Juntao
2 Iwata, Tomoharu
2 Jang, Jin Woo
2 Jo, Hyeontae
2 Karniadakis, George Em
2 Kossaifi, Jean
2 Kovachki, Nikola B.
2 Kuchukov, Viktor
2 Kuchukova, N.
2 Lakhmiri, Dounia
2 Le Digabel, Sébastien
2 Lee, Jaeyong
2 Lessig, Christian
2 Lin, Guang
2 Liu, Yimin
2 Lucibello, Carlo
2 Lyu, Jiancheng
2 Magiera, Jim
2 Margenberg, Nils
2 Micheli, Alessio
2 Oseledets, Ivan V.
2 Padmanabha, Govinda Anantha
2 Patel, Ravi G.
2 Piccialli, Francesco
2 Qi, Yingyong
2 Raissi, Maziar
2 Rohde, Christian
2 Ruehle, Fabian
2 Rusch, T. Konstantin
2 Schmidhuber, Jürgen
2 Schneider, Matti
2 Son, Hwijae
2 Srinivasan, Ashwin
2 Stellato, Bartolomeo
2 Stuart, Andrew M.
2 Sugiyama, Masashi
2 Sun, Luning
2 Tripathy, Rohit K.
2 Vershkov, N.
2 Wang, Jun
2 Wood, Mitchell A.
2 Xiao, Heng
2 Xin, Jack X.
2 Yin, Penghang
2 Yin, Wotao
2 Yu, Yue
2 Zhang, Shuai
2 Zhou, Xu-Hui
1 Abdullah, Mohammed Amin
...and 972 more Authors
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Referenced in 104 Serials

48 Journal of Computational Physics
29 Computer Methods in Applied Mechanics and Engineering
27 Journal of Machine Learning Research (JMLR)
15 Machine Learning
8 Neural Computation
8 Journal of Statistical Mechanics: Theory and Experiment
7 Statistics and Computing
5 Inverse Problems
5 Neural Networks
5 International Journal of Computer Vision
5 Data Mining and Knowledge Discovery
4 Artificial Intelligence
4 Computational Mechanics
4 Journal of Mathematical Imaging and Vision
4 SIAM Journal on Scientific Computing
4 SIAM Journal on Imaging Sciences
4 Research in the Mathematical Sciences
3 Computers and Fluids
3 SIAM Review
3 Communications in Computational Physics
2 Computers & Mathematics with Applications
2 Journal of Fluid Mechanics
2 ACM Transactions on Mathematical Software
2 Automatica
2 Information Sciences
2 Programming and Computer Software
2 Computer Aided Geometric Design
2 Statistical Science
2 International Journal of Approximate Reasoning
2 Journal of Scientific Computing
2 Computational Statistics and Data Analysis
2 Mathematical Programming. Series A. Series B
2 SIAM Journal on Optimization
2 Journal of Nonlinear Science
2 ETNA. Electronic Transactions on Numerical Analysis
2 The Journal of Artificial Intelligence Research (JAIR)
2 Journal of Computational Neuroscience
2 INFORMS Journal on Computing
2 European Journal of Mechanics. A. Solids
2 Journal of High Energy Physics
2 Quantitative Finance
2 Mathematical Geosciences
2 Foundations and Trends in Machine Learning
2 Journal of Computational and Graphical Statistics
2 Foundations of Data Science
2 SIAM Journal on Mathematics of Data Science
1 International Journal of Theoretical Physics
1 Physics Reports
1 Chaos, Solitons and Fractals
1 The Annals of Statistics
1 IEEE Transactions on Computers
1 Journal of Computational and Applied Mathematics
1 Journal of Optimization Theory and Applications
1 Operations Research
1 SIAM Journal on Numerical Analysis
1 Journal of Computational Mathematics
1 Physica D
1 Journal of Symbolic Computation
1 Acta Scientiarum Naturalium Universitatis Pekinensis
1 European Journal of Applied Mathematics
1 Multidimensional Systems and Signal Processing
1 Economics Letters
1 Journal of Global Optimization
1 Computational Mathematics and Mathematical Physics
1 European Journal of Operational Research
1 International Journal of Modern Physics D
1 Applied Mathematics. Series B (English Edition)
1 Annals of Mathematics and Artificial Intelligence
1 European Journal of Control
1 Multibody System Dynamics
1 Vietnam Journal of Mathematics
1 Optimization Methods & Software
1 Extremes
1 Communications in Nonlinear Science and Numerical Simulation
1 International Journal of Applied Mathematics and Computer Science
1 Computational Geosciences
1 Fundamenta Informaticae
1 Lobachevskii Journal of Mathematics
1 Foundations of Computational Mathematics
1 OR Spectrum
1 ASTIN Bulletin
1 SIAM Journal on Applied Dynamical Systems
1 Multiscale Modeling & Simulation
1 International Journal of Quantum Information
1 Mathematical Biosciences and Engineering
1 Oberwolfach Reports
1 European Series in Applied and Industrial Mathematics (ESAIM): Mathematical Modelling and Numerical Analysis
1 Studies in Computational Intelligence
1 Networks and Heterogeneous Media
1 Inverse Problems and Imaging
1 Journal of Statistical Theory and Practice
1 The Annals of Applied Statistics
1 Discrete Mathematics, Algorithms and Applications
1 Set-Valued and Variational Analysis
1 Dynamic Games and Applications
1 Stochastic Systems
1 Computer Science Review
1 Journal of Computational Dynamics
1 SIAM/ASA Journal on Uncertainty Quantification
1 Electronic Research Archive
...and 4 more Serials
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Referenced in 39 Fields

203 Computer science (68-XX)
89 Numerical analysis (65-XX)
39 Statistics (62-XX)
37 Partial differential equations (35-XX)
30 Fluid mechanics (76-XX)
30 Operations research, mathematical programming (90-XX)
28 Biology and other natural sciences (92-XX)
22 Mechanics of deformable solids (74-XX)
16 Statistical mechanics, structure of matter (82-XX)
15 Information and communication theory, circuits (94-XX)
12 Probability theory and stochastic processes (60-XX)
12 Geophysics (86-XX)
10 Systems theory; control (93-XX)
9 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
8 Calculus of variations and optimal control; optimization (49-XX)
8 Quantum theory (81-XX)
4 Linear and multilinear algebra; matrix theory (15-XX)
4 Dynamical systems and ergodic theory (37-XX)
3 Combinatorics (05-XX)
3 Ordinary differential equations (34-XX)
3 Mechanics of particles and systems (70-XX)
3 Relativity and gravitational theory (83-XX)
2 General and overarching topics; collections (00-XX)
2 Algebraic geometry (14-XX)
2 Real functions (26-XX)
2 Operator theory (47-XX)
2 Classical thermodynamics, heat transfer (80-XX)
1 Mathematical logic and foundations (03-XX)
1 Number theory (11-XX)
1 Nonassociative rings and algebras (17-XX)
1 Category theory; homological algebra (18-XX)
1 Measure and integration (28-XX)
1 Several complex variables and analytic spaces (32-XX)
1 Special functions (33-XX)
1 Difference and functional equations (39-XX)
1 Harmonic analysis on Euclidean spaces (42-XX)
1 General topology (54-XX)
1 Algebraic topology (55-XX)
1 Global analysis, analysis on manifolds (58-XX)

Referencing Publications by Year