Mix-training physics-informed neural networks for high-order rogue waves of cmKdV equation

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

On the limited memory BFGS method for large scale optimization

Jorge Nocedal · Mathematical Programming · 1989 · 8.5K citations

Computing, Computer Engineering, Computer Science +12

Predicting the sequence specificities of DNA- and RNA-binding proteins by deep learning

Babak Alipanahi, Andrew Delong, Matthew T. Weirauch et al. · Nature Biotechnology · 2015 · 3.2K citations

Life Sciences, Bioinformatics, Molecular Biology +16

DGM: A deep learning algorithm for solving partial differential equations

Justin Sirignano, Konstantinos Spiliopoulos · Journal of Computational Physics · 2018 · 2.1K citations · Full text

Natural Sciences, Computer Science, Mathematics +13

Hidden physics models: Machine learning of nonlinear partial differential equations

Maziar Raissi, George Em Karniadakis · Journal of Computational Physics · 2017 · 1.4K citations · Full text

Natural Sciences, Mathematics, Physics +14