Enforcing statistical constraints in generative adversarial networks for modeling chaotic dynamical systems

GAN（Generative Adversarial Nets）

Journal of Japan Society for Fuzzy Theory and Intelligent Informatics · 2017 · 21.8K citations · Full text

Computing, Computer Science, Algorithms +12

Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations

Maziar Raissi, Paris Perdikaris, George Em Karniadakis · Journal of Computational Physics · 2018 · 16.9K citations · Full text

Natural Sciences, Computer Science, Physics +16

Advances in Neural Information Processing Systems 28

Peter Flach, Meelis Kull · 2015 · 14.7K citations

Life Sciences, Computer Science, Neuroscience +12

Advances in Neural Information Processing Systems 29

Onur Teymur, Kostas Zygalakis, Ben Calderhead · 2016 · 13.5K citations

Life Sciences, Computer Science, Neuroscience +12

Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

Alec Radford, Luke Metz, Soumith Chintala · arXiv (Cornell University) · 2015 · 7K citations · Full text

Computing, Computer Science, Computer Vision +15