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TensorFlow

swMATH ID: 15170
Software Authors: Google Brain team; M. Abadi, A. Agarwal, P. Barham, E. Brevdo, Z. Chen, C. Citro, G. S. Corrado, A. Davis, J. Dean, M. Devin, et al
Description: TensorFlow™ is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API. TensorFlow was originally developed by researchers and engineers working on the Google Brain Team within Google’s Machine Intelligence research organization for the purposes of conducting machine learning and deep neural networks research, but the system is general enough to be applicable in a wide variety of other domains as well.
Homepage: https://www.tensorflow.org/
Related Software: Adam; PyTorch; Keras; Python; ImageNet; Scikit; AlexNet; GitHub; SciPy; DiffSharp; DGM; NumPy; Theano; Caffe; MNIST; PRMLT; DeepXDE; CIFAR; U-Net; DeepONet
Cited in: 847 Documents
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Cited by 2,523 Authors

10 Karniadakis, George Em
9 Ying, Lexing
7 Gibou, Frédéric
6 Fan, Yuwei
6 Klawonn, Axel
6 Lu, Jianfeng
6 Xiu, Dongbin
6 Yan, Zhenya
5 Abueidda, Diab W.
5 Ghattas, Omar N.
5 Haghighat, Ehsan
5 Heinlein, Alexander
5 Koric, Seid
5 Larios-Cárdenas, Luis Ángel
5 O’Leary-Roseberry, Thomas
5 Pauwels, Edouard Jean Robert
5 Perdikaris, Paris G.
5 Ray, Deep
5 Sun, WaiChing
5 Zepeda-Núñez, Leonardo
4 Bolte, Jérôme
4 Cyr, Eric C.
4 E, Weinan
4 Fidkowski, Krzysztof J.
4 He, Yang-Hui Evariste
4 Hirst, Edward
4 Jentzen, Arnulf
4 Juanes, Ruben
4 Lanser, Martin
4 Lin, Lin
4 Oseledets, Ivan Valer’evich
4 Pardo, David
4 Rabczuk, Timon
4 Raissi, Maziar
4 Ruthotto, Lars
4 Warin, Xavier
4 Weber, Janine
4 Wu, Kailiang
3 Adams, Nikolaus A.
3 Balesdent, Mathieu
3 Bemporad, Alberto
3 Bezgin, Deniz A.
3 Brevault, Loïc
3 Chen, Peng
3 Darve, Eric
3 Efendiev, Yalchin R.
3 Fischbacher, Thomas
3 Gong, Qi
3 Han, Jiequn
3 He, Junyan
3 Henkes, Alexander
3 Hesthaven, Jan S.
3 Jasiuk, Iwona
3 Kalogeris, Ioannis
3 Lu, Lu
3 Meng, Xuhui
3 Öktem, Ozan
3 Pain, Christopher C.
3 Pan, Shaowu
3 Papadopoulos, Vissarion
3 Polson, Nicholas G.
3 Qin, Tong
3 Rozza, Gianluigi
3 Samek, Wojciech
3 Sobh, Nahil Atef
3 Stoffel, Marcus
3 Talbi, El-Ghazali
3 Tandale, Saurabh Balkrishna
3 Tartakovsky, Alexandre M.
3 Trask, Nathaniel A.
3 Vasilyeva, Maria V.
3 Vehtari, Aki
3 Vlassis, Nikolaos N.
3 Wang, Jun
3 Wang, Kun
3 Wang, Li
3 Wang, Qian
3 Xu, Kailai
3 Yang, Yibo
3 Ye, Xiaojing
2 Ammar, Haitham Bou
2 Angeli, Andrea
2 Arridge, Simon R.
2 Bai, Jinshuai
2 Bamer, Franz
2 Banchi, Leonardo
2 Bao, Gang
2 Bao, Jiakang
2 Beck, Andrea D.
2 Biau, Gérard
2 Bilionis, Ilias
2 Bobev, Nokolai
2 Botsas, Themistoklis
2 Boyd, Stephen Poythress
2 Bubba, Tatiana A.
2 Buhendwa, Aaron B.
2 Bühlmann, Peter
2 Bürkner, Paul-Christian
2 Calvo-Pardo, Hector
2 Chakraborty, Souvik
...and 2,423 more Authors
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Cited in 213 Serials

85 Journal of Computational Physics
68 Computer Methods in Applied Mechanics and Engineering
39 Journal of Machine Learning Research (JMLR)
21 Computational Mechanics
20 Machine Learning
19 SIAM Journal on Scientific Computing
13 Journal of Fluid Mechanics
13 Quantum Information Processing
12 Computer Physics Communications
12 Neural Networks
11 International Journal for Numerical Methods in Engineering
11 Journal of Computational and Applied Mathematics
11 Journal of Scientific Computing
11 SIAM Journal on Optimization
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9 Computational Geosciences
8 Computers & Mathematics with Applications
8 Physica D
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8 Journal of Mathematical Imaging and Vision
8 International Journal of Computer Vision
8 Communications in Computational Physics
7 Journal of High Energy Physics
7 Statistics and Computing
6 Artificial Intelligence
6 Inverse Problems
6 Data Mining and Knowledge Discovery
6 Mathematical Biosciences and Engineering
5 Journal of the Franklin Institute
5 Physics Letters. A
5 Computer Aided Geometric Design
5 The Journal of Artificial Intelligence Research (JAIR)
5 Chaos
5 Journal of Statistical Mechanics: Theory and Experiment
5 The Annals of Applied Statistics
4 Nuclear Physics. B
4 Physica A
4 ACM Transactions on Mathematical Software
4 Journal of the American Statistical Association
4 Journal of Global Optimization
4 Computational Statistics and Data Analysis
4 ETNA. Electronic Transactions on Numerical Analysis
4 INFORMS Journal on Computing
4 Communications in Nonlinear Science and Numerical Simulation
4 Optimization and Engineering
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4 Journal of Cosmology and Astroparticle Physics
4 SIAM Journal on Imaging Sciences
4 Foundations and Trends in Machine Learning
4 Algorithms
4 Journal of Computational and Graphical Statistics
4 SIAM Journal on Mathematics of Data Science
3 Automatica
3 Journal of Optimization Theory and Applications
3 Insurance Mathematics & Economics
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3 International Journal of Approximate Reasoning
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3 SIAM Review
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3 European Journal of Control
3 Lobachevskii Journal of Mathematics
3 SIAM Journal on Applied Dynamical Systems
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3 SIAM/ASA Journal on Uncertainty Quantification
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3 Journal of Logical and Algebraic Methods in Programming
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2 IEEE Transactions on Computers
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2 IEEE Transactions on Signal Processing
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2 European Journal of Operational Research
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2 Annals of Mathematics and Artificial Intelligence
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2 European Journal of Mechanics. A. Solids
2 Fundamenta Informaticae
2 IEEE Transactions on Image Processing
2 Multiscale Modeling & Simulation
2 International Journal of Wavelets, Multiresolution and Information Processing
2 Advances in Data Analysis and Classification. ADAC
2 Computational & Mathematical Methods in Medicine
2 Journal of Physics A: Mathematical and Theoretical
2 Electronic Journal of Statistics
...and 113 more Serials
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Cited in 50 Fields

531 Computer science (68-XX)
227 Numerical analysis (65-XX)
160 Statistics (62-XX)
89 Fluid mechanics (76-XX)
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76 Biology and other natural sciences (92-XX)
73 Mechanics of deformable solids (74-XX)
70 Operations research, mathematical programming (90-XX)
54 Quantum theory (81-XX)
46 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
45 Probability theory and stochastic processes (60-XX)
41 Information and communication theory, circuits (94-XX)
29 Systems theory; control (93-XX)
28 Calculus of variations and optimal control; optimization (49-XX)
27 Statistical mechanics, structure of matter (82-XX)
26 Dynamical systems and ergodic theory (37-XX)
17 Geophysics (86-XX)
12 Ordinary differential equations (34-XX)
11 Relativity and gravitational theory (83-XX)
9 Linear and multilinear algebra; matrix theory (15-XX)
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6 Operator theory (47-XX)
5 Optics, electromagnetic theory (78-XX)
4 Mathematical logic and foundations (03-XX)
4 Approximations and expansions (41-XX)
3 General and overarching topics; collections (00-XX)
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