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; GitHub; ImageNet; Scikit; AlexNet; SciPy; DiffSharp; NumPy; DGM; Theano; MNIST; Caffe; DeepXDE; PRMLT; U-Net; CIFAR; DeepONet Cited in: 976 Documents all top 5 Cited by 2,837 Authors 11 Karniadakis, George Em 10 Ying, Lexing 7 Abueidda, Diab W. 7 Gibou, Frédéric 7 Koric, Seid 7 Xiu, Dongbin 6 Fan, Yuwei 6 Heinlein, Alexander 6 Klawonn, Axel 6 Lu, Jianfeng 6 Yan, Zhenya 6 Zepeda-Núñez, Leonardo 5 Ghattas, Omar N. 5 Haghighat, Ehsan 5 Larios-Cárdenas, Luis Ángel 5 O’Leary-Roseberry, Thomas 5 Pain, Christopher C. 5 Pardo, David 5 Pauwels, Edouard Jean Robert 5 Perdikaris, Paris G. 5 Ray, Deep 5 Sun, WaiChing 5 Vehtari, Aki 5 Warin, Xavier 4 Bolte, Jérôme 4 Cyr, Eric C. 4 E, Weinan 4 Fidkowski, Krzysztof J. 4 He, Junyan 4 He, Yang-Hui Evariste 4 Heaney, Claire E. 4 Hirst, Edward 4 Jasiuk, Iwona M. 4 Jentzen, Arnulf 4 Juanes, Ruben 4 Kevrekidis, Ioannis George 4 Lanser, Martin 4 Lin, Lin 4 Lu, Lu 4 Öktem, Ozan 4 Oseledets, Ivan Valer’evich 4 Polson, Nicholas G. 4 Rabczuk, Timon 4 Raissi, Maziar 4 Ruthotto, Lars 4 Stoffel, Marcus 4 Tandale, Saurabh Balkrishna 4 Weber, Janine 4 Wu, Kailiang 3 Adams, Nikolaus A. 3 Bai, Jinshuai 3 Balesdent, Mathieu 3 Bemporad, Alberto 3 Bezgin, Deniz A. 3 Bilionis, Ilias 3 Brevault, Loïc 3 Chen, Peng 3 Darve, Eric 3 Efendiev, Yalchin R. 3 Fischbacher, Thomas 3 Fresca, Stefania 3 Gelman, Andrew 3 Gong, Qi 3 Gu, Yuantong 3 Han, Jiequn 3 He, Guowei 3 Henkes, Alexander 3 Hesthaven, Jan S. 3 Kalogeris, Ioannis 3 Linka, Kevin 3 Mangion, Andrew Zammit 3 Manzoni, Andrea 3 Meng, Xuhui 3 Mishra, Siddhartha 3 Pan, Shaowu 3 Papadopoulos, Vissarion 3 Patel, Ravi G. 3 Qin, Tong 3 Reese, Stefanie 3 Rozza, Gianluigi 3 Ruehle, Fabian 3 Samek, Wojciech 3 Sobh, Nahil Atef 3 Sokolov, Vadim O. 3 Talbi, El-Ghazali 3 Tartakovsky, Alexandre M. 3 Trask, Nathaniel A. 3 Vasilyeva, Maria V. 3 Villa, Umberto E. 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 3 Zou, Zongren 2 Abdolazizi, Kian P. 2 Adler, Jonas ...and 2,737 more Authors all top 5 Cited in 238 Serials 94 Journal of Computational Physics 84 Computer Methods in Applied Mechanics and Engineering 35 Journal of Machine Learning Research (JMLR) 23 Computational Mechanics 22 SIAM Journal on Scientific Computing 20 Machine Learning 17 Neural Networks 16 International Journal for Numerical Methods in Engineering 14 Computer Physics Communications 14 Journal of Fluid Mechanics 14 Quantum Information Processing 12 Journal of Computational and Applied Mathematics 12 SIAM Journal on Optimization 11 Journal of Scientific Computing 10 Computers and Fluids 10 Computers & Mathematics with Applications 10 Physica D 10 Chaos 10 Statistics and Computing 9 Inverse Problems 9 Computational Geosciences 8 Neural Computation 8 Journal of Mathematical Imaging and Vision 8 International Journal of Computer Vision 8 Journal of High Energy Physics 8 Communications in Computational Physics 7 Journal of the Franklin Institute 7 Information Sciences 6 Artificial Intelligence 6 Data Mining and Knowledge Discovery 6 Mathematical Biosciences and Engineering 5 Nuclear Physics. 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