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; Python; Keras; ImageNet; GitHub; Scikit; AlexNet; SciPy; NumPy; DiffSharp; DGM; Theano; Caffe; MNIST; DeepXDE; U-Net; MXNet; Matlab; CIFAR Cited in: 711 Documents all top 5 Cited by 2,174 Authors 9 Ying, Lexing 8 Karniadakis, George Em 7 Gibou, Frédéric 6 Fan, Yuwei 6 Lu, Jianfeng 6 Xiu, Dongbin 6 Yan, Zhenya 5 Haghighat, Ehsan 5 Larios-Cárdenas, Luis Ángel 5 Perdikaris, Paris G. 5 Ray, Deep 5 Zepeda-Núñez, Leonardo 4 Cyr, Eric C. 4 E, Weinan 4 Heinlein, Alexander 4 Jentzen, Arnulf 4 Juanes, Ruben 4 Klawonn, Axel 4 Lin, Lin 4 Oseledets, Ivan Valer’evich 4 Rabczuk, Timon 4 Raissi, Maziar 4 Ruthotto, Lars 4 Sun, WaiChing 4 Wang, Kun 3 Adams, Nikolaus A. 3 Balesdent, Mathieu 3 Bezgin, Deniz A. 3 Brevault, Loïc 3 Darve, Eric 3 Efendiev, Yalchin R. 3 Fidkowski, Krzysztof J. 3 Fischbacher, Thomas 3 Gong, Qi 3 Han, Jiequn 3 He, Yang-Hui Evariste 3 Henkes, Alexander 3 Hesthaven, Jan S. 3 Hirst, Edward 3 Lu, Lu 3 Öktem, Ozan 3 Pan, Shaowu 3 Pardo, David 3 Pauwels, Edouard Jean Robert 3 Qin, Tong 3 Talbi, El-Ghazali 3 Tartakovsky, Alexandre M. 3 Trask, Nathaniel A. 3 Vasilyeva, Maria V. 3 Wang, Jun 3 Wang, Li 3 Wang, Qian 3 Warin, Xavier 3 Wu, Kailiang 3 Xu, Kailai 3 Yang, Yibo 3 Ye, Xiaojing 2 Abueidda, Diab W. 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 Biau, Gérard 2 Bilionis, Ilias 2 Bobev, Nokolai 2 Bolte, Jérôme 2 Botsas, Themistoklis 2 Boyd, Stephen Poythress 2 Buhendwa, Aaron B. 2 Bühlmann, Peter 2 Chen, Guodong 2 Chen, Yuansi 2 Chen, Zhen 2 Chung, Tsz Shun Eric 2 Chvalovský, Karel 2 Cowen-Rivers, Alexander I. 2 Davis, Damek Shea 2 Desmet, Wim 2 Dong, Bin 2 Drusvyatskiy, Dmitriy 2 Duraisamy, Karthik 2 Eichinger, Matthias 2 Fang, Wang 2 Feliu-Fabà, Jordi 2 Filippone, Maurizio 2 Garikipati, Krishna 2 Gautason, Fridrik Freyr 2 Gelman, Andrew 2 Germain, Maximilien 2 Ghattas, Omar N. 2 Girolami, Mark A. 2 Gorji, Mohammad Hossein 2 Griffiths, Ryan-Rhys 2 Grosnit, Antoine 2 Gu, Yuantong 2 Guan, Ji ...and 2,074 more Authors all top 5 Cited in 192 Serials 76 Journal of Computational Physics 55 Computer Methods in Applied Mechanics and Engineering 39 Journal of Machine Learning Research (JMLR) 20 Computational Mechanics 18 SIAM Journal on Scientific Computing 17 Machine Learning 11 Journal of Fluid Mechanics 10 Journal of Computational and Applied Mathematics 10 Journal of Scientific Computing 10 Quantum Information Processing 9 Computers and Fluids 9 Computer Physics Communications 9 Computational Geosciences 8 Physica D 8 Neural Computation 8 International Journal of Computer Vision 7 SIAM Journal on Optimization 7 Journal of Mathematical Imaging and Vision 6 Data Mining and Knowledge Discovery 6 Mathematical Biosciences and Engineering 6 Communications in Computational Physics 6 Statistics and Computing 5 Artificial Intelligence 5 Inverse Problems 5 Physics Letters. 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