Deep learning algorithm for data-driven simulation of noisy dynamical
system

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Deep learning algorithm for data-driven simulation of noisy dynamical system

22 February 2018

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Papers citing "Deep learning algorithm for data-driven simulation of noisy dynamical system"

14 / 14 papers shown

Title
Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems M. Raissi P. Perdikaris George Karniadakis PINN 152 266 0 04 Jan 2018
Bayesian Recurrent Neural Networks Meire Fortunato Charles Blundell Oriol Vinyals BDL 65 186 0 10 Apr 2017
Understanding deep learning requires rethinking generalization Chiyuan Zhang Samy Bengio Moritz Hardt Benjamin Recht Oriol Vinyals HAI 351 4,636 0 10 Nov 2016
Professor Forcing: A New Algorithm for Training Recurrent Networks Alex Lamb Anirudh Goyal Ying Zhang Saizheng Zhang Aaron Courville Yoshua Bengio GAN 124 596 0 27 Oct 2016
Accelerating Eulerian Fluid Simulation With Convolutional Networks Jonathan Tompson Kristofer Schlachter Pablo Sprechmann Ken Perlin 102 535 0 13 Jul 2016
Synthesis of recurrent neural networks for dynamical system simulation Adam Trischler G. D’Eleuterio AI4CE 57 82 0 17 Dec 2015
A Recurrent Latent Variable Model for Sequential Data Junyoung Chung Kyle Kastner Laurent Dinh Kratarth Goel Aaron Courville Yoshua Bengio DRL BDL 111 1,262 0 07 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014
Learning Stochastic Recurrent Networks Justin Bayer Christian Osendorfer BDL 87 274 0 27 Nov 2014
Deep Learning in Neural Networks: An Overview Jürgen Schmidhuber HAI 248 16,378 0 30 Apr 2014
$A Kalman filter powered by $\mathcal{H}^2$-matrices for quasi-continuous data assimilation problems$ A Kalman filter powered by $\mathcal{H}^2$ -matrices for quasi-continuous data assimilation problems Judith Yue Li Sivaram Ambikasaran Eric F. Darve P. Kitanidis 50 38 0 15 Apr 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 458 16,922 0 20 Dec 2013
Generating Sequences With Recurrent Neural Networks Alex Graves GAN 172 4,039 0 04 Aug 2013
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 281 12,460 0 24 Jun 2012

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