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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/
Source Code:  https://github.com/pytorch/pytorch
Related Software: Adam; TensorFlow; Python; ImageNet; GitHub; Scikit; NumPy; AlexNet; SciPy; DiffSharp; Keras; DGM; DeepXDE; U-Net; MNIST; Theano; BERT; CIFAR; L-BFGS; MXNet
Cited in: 523 Documents
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Cited by 1,685 Authors

6 Osher, Stanley Joel
4 Bouklas, Nikolaos
4 Fuhg, Jan Niklas
4 Han, Jiequn
4 Hesthaven, Jan S.
4 Hwang, Hyung Ju
4 Rabczuk, Timon
4 Rozza, Gianluigi
4 Wang, Jianxun
4 Zabaras, Nicholas J.
3 Bacciu, Davide
3 Badías, Alberto
3 Chen, Jiun-Shyan
3 Chinesta, Francisco
3 Cueto, Elias
3 Darve, Eric
3 Glaunès, Joan Alexis
3 Goswami, Somdatta
3 Haghighat, Ehsan
3 He, Xiaolong
3 Hernandez, Quercus
3 Huang, Juntao
3 Karniadakis, George Em
3 Mishra, Siddhartha
3 Nguyen-Thanh, Vien Minh
3 Pauwels, Edouard Jean Robert
3 Sugiyama, Masashi
3 Thürey, Nils
3 Trask, Nathaniel A.
3 Vlah, Domagoj
3 Wang, Bao
3 Wohlmuth, Barbara I.
3 Xiao, Heng
3 Xu, Kailai
3 Zhou, Xu-Hui
3 Zhuang, Xiaoying
3 Zohdi, Tarek I.
2 Abueidda, Diab W.
2 Ammar, Haitham Bou
2 Anandkumar, Anima
2 Anitescu, Cosmin
2 Ayed, Ibrahim
2 Babenko, Mikhail
2 Balaprakash, Prasanna
2 Barati Farimani, Amir
2 Basir, Shamsulhaq
2 Bertsimas, Dimitris John
2 Biedenkapp, André
2 Bilionis, Ilias
2 Böhlke, Thomas
2 Bolte, Jérôme
2 Bonneel, Nicolas
2 Boulch, Alexandre
2 Brooks, Daniel R.
2 Bühlmann, Peter
2 Chen, Liwei
2 Chen, Yuansi
2 Cheng, Lin
2 Cheng, Yingda
2 Choi, Youngsoo
2 Christlieb, Andrew J.
2 Citti, Giovanna
2 Constantinescu, Emil M.
2 Courty, Nicolas
2 Cowen-Rivers, Alexander I.
2 Cuomo, Salvatore
2 Cyr, Eric C.
2 Dash, Tirtharaj
2 de Bézenac, Emmanuel
2 Dehghani, Hamidreza
2 Durlofsky, Louis J.
2 Eigel, Martin
2 Errica, Federico
2 Feinauer, Christoph
2 Feydy, Jean
2 Fung, Samy Wu
2 Gajek, Sebastian
2 Gallinari, Patrick
2 Gao, Han
2 Gruhlke, Robert
2 Guigui, Nicolas
2 Haasdonk, Bernard
2 Harchaoui, Zaid
2 Heaton, Howard
2 Hoos, Holger H.
2 Hu, Xiangyu Y.
2 Hutter, Frank
2 Ivek, Tomislav
2 Iwata, Tomoharu
2 Jang, Jin Woo
2 Jo, Hyeontae
2 Juanes, Ruben
2 Khristenko, Ustim
2 Kleikamp, Hendrik
2 Kochmann, Dennis M.
2 Koric, Seid
2 Kossaifi, Jean
2 Kovachki, Nikola B.
2 Kuchukov, Viktor
2 Kuchukova, N.
...and 1,585 more Authors
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Cited in 143 Serials

66 Journal of Computational Physics
42 Computer Methods in Applied Mechanics and Engineering
38 Journal of Machine Learning Research (JMLR)
27 Machine Learning
16 Computational Mechanics
10 Statistics and Computing
8 Neural Computation
8 Journal of Statistical Mechanics: Theory and Experiment
7 Computers and Fluids
7 Inverse Problems
7 Journal of Mathematical Imaging and Vision
7 SIAM Journal on Scientific Computing
6 Artificial Intelligence
6 Journal of Scientific Computing
6 SIAM Journal on Imaging Sciences
5 Computers & Mathematics with Applications
5 Computer Aided Geometric Design
5 Neural Networks
5 International Journal of Computer Vision
5 Data Mining and Knowledge Discovery
5 Journal of High Energy Physics
5 Communications in Computational Physics
5 Research in the Mathematical Sciences
4 Computer Physics Communications
4 Journal of Computational and Applied Mathematics
4 International Journal of Approximate Reasoning
4 Computational Statistics and Data Analysis
4 European Journal of Mechanics. A. Solids
4 Foundations and Trends in Machine Learning
3 Information Sciences
3 Statistical Science
3 SIAM Review
3 SIAM Journal on Optimization
3 International Journal of Computational Fluid Dynamics
3 Lobachevskii Journal of Mathematics
3 Inverse Problems and Imaging
3 SIAM/ASA Journal on Uncertainty Quantification
3 SIAM Journal on Mathematics of Data Science
2 Journal of Fluid Mechanics
2 Physica A
2 Chaos, Solitons and Fractals
2 ACM Transactions on Mathematical Software
2 Automatica
2 Operations Research
2 Programming and Computer Software
2 Physica D
2 AI Communications
2 Multidimensional Systems and Signal Processing
2 Journal of Global Optimization
2 Mathematical Programming. Series A. Series B
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 Annals of Mathematics and Artificial Intelligence
2 INFORMS Journal on Computing
2 Extremes
2 Quantitative Finance
2 Quantum Information Processing
2 Mathematical Biosciences and Engineering
2 The Annals of Applied Statistics
2 Mathematical Geosciences
2 Journal of Computational and Graphical Statistics
2 Computer Science Review
2 SN Operations Research Forum
2 Foundations of Data Science
1 Acta Mechanica
1 The American Statistician
1 International Journal of Control
1 International Journal of Theoretical Physics
1 Journal of the Franklin Institute
1 Nuclear Physics. B
1 Physics Reports
1 The Annals of Statistics
1 IEEE Transactions on Computers
1 Journal of the American Statistical Association
1 Journal of Econometrics
1 Journal of Optimization Theory and Applications
1 SIAM Journal on Numerical Analysis
1 Theoretical Computer Science
1 Operations Research Letters
1 Circuits, Systems, and Signal Processing
1 Journal of Computational Mathematics
1 Journal of Symbolic Computation
1 Journal of Complexity
1 Acta Scientiarum Naturalium Universitatis Pekinensis
1 European Journal of Applied Mathematics
1 Economics Letters
1 Japan Journal of Industrial and Applied Mathematics
1 Computational Mathematics and Mathematical Physics
1 European Journal of Operational Research
1 Computational Optimization and Applications
1 International Journal of Modern Physics D
1 Journal of Mathematical Sciences (New York)
1 Computational and Applied Mathematics
1 Advances in Computational Mathematics
1 Bernoulli
1 European Journal of Control
1 Mathematics and Mechanics of Solids
1 Multibody System Dynamics
...and 43 more Serials
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Cited in 42 Fields

329 Computer science (68-XX)
139 Numerical analysis (65-XX)
78 Statistics (62-XX)
54 Fluid mechanics (76-XX)
53 Operations research, mathematical programming (90-XX)
51 Partial differential equations (35-XX)
50 Mechanics of deformable solids (74-XX)
35 Biology and other natural sciences (92-XX)
23 Information and communication theory, circuits (94-XX)
21 Probability theory and stochastic processes (60-XX)
21 Statistical mechanics, structure of matter (82-XX)
17 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
16 Quantum theory (81-XX)
15 Calculus of variations and optimal control; optimization (49-XX)
13 Geophysics (86-XX)
11 Systems theory; control (93-XX)
8 Classical thermodynamics, heat transfer (80-XX)
7 Linear and multilinear algebra; matrix theory (15-XX)
7 Dynamical systems and ergodic theory (37-XX)
5 Combinatorics (05-XX)
5 Ordinary differential equations (34-XX)
4 Relativity and gravitational theory (83-XX)
3 General and overarching topics; collections (00-XX)
3 Mechanics of particles and systems (70-XX)
2 Number theory (11-XX)
2 Algebraic geometry (14-XX)
2 Category theory; homological algebra (18-XX)
2 Real functions (26-XX)
2 Harmonic analysis on Euclidean spaces (42-XX)
2 Operator theory (47-XX)
2 Differential geometry (53-XX)
2 Optics, electromagnetic theory (78-XX)
1 Mathematical logic and foundations (03-XX)
1 Nonassociative rings and algebras (17-XX)
1 Group theory and generalizations (20-XX)
1 Measure and integration (28-XX)
1 Several complex variables and analytic spaces (32-XX)
1 Special functions (33-XX)
1 General topology (54-XX)
1 Algebraic topology (55-XX)
1 Global analysis, analysis on manifolds (58-XX)
1 Astronomy and astrophysics (85-XX)

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