Deep generative modelling of canonical ensemble with differentiable
thermal properties

Deep generative modelling of canonical ensemble with differentiable thermal properties

29 April 2024

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Papers citing "Deep generative modelling of canonical ensemble with differentiable thermal properties"

16 / 16 papers shown

Title
Deep Variational Free Energy Approach to Dense Hydrogen H.-j. Xie Ziqun Li Han Wang Linfeng Zhang Lei Wang 81 9 0 13 Sep 2022
$$m^\ast$ of two-dimensional electron gas: a neural canonical transformation study$ $m^\ast$ of two-dimensional electron gas: a neural canonical transformation study H.-j. Xie Linfeng Zhang Lei Wang 74 8 0 10 Jan 2022
Normalizing flows for atomic solids Peter Wirnsberger George Papamakarios Borja Ibarz S. Racanière Andy Ballard Alexander Pritzel Charles Blundell 73 41 0 16 Nov 2021
Ab-initio study of interacting fermions at finite temperature with neural canonical transformation Hao Xie Linfeng Zhang Lei Wang 64 26 0 18 May 2021
Equivariant flow-based sampling for lattice gauge theory G. Kanwar M. S. Albergo D. Boyda Kyle Cranmer D. Hackett S. Racanière Danilo Jimenez Rezende P. Shanahan AI4CE 59 176 0 13 Mar 2020
Normalizing Flows for Probabilistic Modeling and Inference George Papamakarios Eric T. Nalisnick Danilo Jimenez Rezende S. Mohamed Balaji Lakshminarayanan TPM AI4CE 213 1,717 0 05 Dec 2019
Cubic-Spline Flows Conor Durkan Artur Bekasov Iain Murray George Papamakarios TPM 95 58 0 05 Jun 2019
Solving Statistical Mechanics Using Variational Autoregressive Networks Dian Wu Lei Wang Pan Zhang 102 186 0 27 Sep 2018
Neural Importance Sampling Thomas Müller Brian McWilliams Fabrice Rousselle Markus Gross Jan Novák 73 364 0 11 Aug 2018
Deep Learning using Rectified Linear Units (ReLU) Abien Fred Agarap 81 3,241 0 22 Mar 2018
Neural Network Renormalization Group Shuo-Hui Li Lei Wang BDL DRL 97 125 0 08 Feb 2018
NIPS 2016 Tutorial: Generative Adversarial Networks Ian Goodfellow GAN 175 1,727 0 31 Dec 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 486 2,579 0 25 Jan 2016
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) Djork-Arné Clevert Thomas Unterthiner Sepp Hochreiter 307 5,536 0 23 Nov 2015
Variational Inference with Normalizing Flows Danilo Jimenez Rezende S. Mohamed DRL BDL 322 4,197 0 21 May 2015
Automatic differentiation in machine learning: a survey A. G. Baydin Barak A. Pearlmutter Alexey Radul J. Siskind PINN AI4CE ODL 172 2,820 0 20 Feb 2015

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