Gauge Equivariant Neural Networks for 2+1D U(1) Gauge Theory Simulations
in Hamiltonian Formulation

Gauge Equivariant Neural Networks for 2+1D U(1) Gauge Theory Simulations in Hamiltonian Formulation

6 November 2022

Papers citing "Gauge Equivariant Neural Networks for 2+1D U(1) Gauge Theory Simulations in Hamiltonian Formulation"

19 / 19 papers shown

Title
Gauge-equivariant flow models for sampling in lattice field theories with pseudofermions Ryan Abbott M. S. Albergo D. Boyda Kyle Cranmer D. Hackett ... Danilo Jimenez Rezende F. Romero-López P. Shanahan B. Tian Julian M. Urban 61 43 0 18 Jul 2022
Spacetime Neural Network for High Dimensional Quantum Dynamics Jiangran Wang Zhuo Chen Di Luo Zhizhen Zhao V. M. Hur B. Clark 101 14 0 04 Aug 2021
Neural tensor contractions and the expressive power of deep neural quantum states Or Sharir Amnon Shashua Giuseppe Carleo 78 63 0 18 Mar 2021
Lattice gauge equivariant convolutional neural networks Matteo Favoni A. Ipp David I. Müller Daniel Schuh 42 45 0 23 Dec 2020
Gauge equivariant neural networks for quantum lattice gauge theories Di Luo Giuseppe Carleo B. Clark J. Stokes 47 47 0 09 Dec 2020
Sampling using $SU(N)$ gauge equivariant flows D. Boyda G. Kanwar S. Racanière Danilo Jimenez Rezende M. S. Albergo Kyle Cranmer D. Hackett P. Shanahan 63 127 0 12 Aug 2020
Phases of two-dimensional spinless lattice fermions with first-quantized deep neural-network quantum states J. Stokes Javier Robledo Moreno E. Pnevmatikakis Giuseppe Carleo 46 47 0 31 Jul 2020
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 45 175 0 13 Mar 2020
Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs P. D. Haan Maurice Weiler Taco S. Cohen Max Welling 134 131 0 11 Mar 2020
Deep neural network solution of the electronic Schrödinger equation J. Hermann Zeno Schätzle Frank Noé 202 455 0 16 Sep 2019
Ab-Initio Solution of the Many-Electron Schrödinger Equation with Deep Neural Networks David Pfau J. Spencer A. G. Matthews W. Foulkes 72 462 0 05 Sep 2019
Cormorant: Covariant Molecular Neural Networks Brandon M. Anderson Truong-Son Hy Risi Kondor 93 425 0 06 Jun 2019
Gauge Equivariant Convolutional Networks and the Icosahedral CNN Taco S. Cohen Maurice Weiler Berkay Kicanaoglu Max Welling 100 412 0 11 Feb 2019
3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data Maurice Weiler Mario Geiger Max Welling Wouter Boomsma Taco S. Cohen 3DPC 93 504 0 06 Jul 2018
Clebsch-Gordan Nets: a Fully Fourier Space Spherical Convolutional Neural Network Risi Kondor Zhen Lin Shubhendu Trivedi 79 268 0 24 Jun 2018
Quantum Entanglement in Deep Learning Architectures Yoav Levine Or Sharir Nadav Cohen Amnon Shashua 79 182 0 26 Mar 2018
Tensor field networks: Rotation- and translation-equivariant neural networks for 3D point clouds Nathaniel Thomas Tess E. Smidt S. Kearnes Lusann Yang Li Li Kai Kohlhoff Patrick F. Riley 3DPC 83 969 0 22 Feb 2018
Neural-Network Quantum States, String-Bond States, and Chiral Topological States I. Glasser Nicola Pancotti Moritz August I. D. Rodriguez J. I. Cirac 126 228 0 11 Oct 2017
Group Equivariant Convolutional Networks Taco S. Cohen Max Welling BDL 160 1,934 0 24 Feb 2016