Neural network wave functions and the sign problem

11 February 2020

Papers citing "Neural network wave functions and the sign problem"

14 / 14 papers shown

Title
When can classical neural networks represent quantum states? Tai-Hsuan Yang Mehdi Soleimanifar Thiago Bergamaschi J. Preskill 39 3 0 30 Oct 2024
Approximately-symmetric neural networks for quantum spin liquids Dominik S. Kufel Jack Kemp Simon M. Linsel C. Laumann Norman Y. Yao 39 3 0 27 May 2024
Neural-network quantum state study of the long-range antiferromagnetic Ising chain Jicheol Kim Dongkyu Kim Dong-Hee Kim 64 1 0 18 Aug 2023
Variational optimization of the amplitude of neural-network quantum many-body ground states Jia-Qi Wang Rong-Qiang He Zhong-Yi Lu 21 5 0 18 Aug 2023
Learning ground states of gapped quantum Hamiltonians with Kernel Methods Clemens Giuliani F. Vicentini R. Rossi Giuseppe Carleo 13 7 0 15 Mar 2023
Lattice Convolutional Networks for Learning Ground States of Quantum Many-Body Systems Cong Fu Xuan Zhang Huixin Zhang Hongyi Ling Shenglong Xu Shuiwang Ji 17 12 0 15 Jun 2022
$O(N^2)$ Universal Antisymmetry in Fermionic Neural Networks Tianyu Pang Shuicheng Yan Min-Bin Lin 21 3 0 26 May 2022
Deep learning of quantum entanglement from incomplete measurements Dominik Koutný L. Ginés M. Moczała-Dusanowska Sven Höfling Christian Schneider Ana Predojevic M. Ježek 19 27 0 03 May 2022
NetKet 3: Machine Learning Toolbox for Many-Body Quantum Systems F. Vicentini Damian Hofmann A. Szabó Dian Wu Christopher Roth ... Gabriel Pescia J. Nys Vladimir Vargas-Calderón N. Astrakhantsev Giuseppe Carleo 16 87 0 20 Dec 2021
Speeding up Learning Quantum States through Group Equivariant Convolutional Quantum Ansätze Han Zheng Zimu Li Junyu Liu Sergii Strelchuk Risi Kondor 53 54 0 14 Dec 2021
Learning ground states of quantum Hamiltonians with graph networks Dmitrii Kochkov Tobias Pfaff Alvaro Sanchez-Gonzalez Peter W. Battaglia B. Clark 44 26 0 12 Oct 2021
Neural Error Mitigation of Near-Term Quantum Simulations Elizabeth R. Bennewitz Florian Hopfmueller B. Kulchytskyy Juan Carrasquilla Pooya Ronagh 16 54 0 17 May 2021
Scaling of neural-network quantum states for time evolution Sheng-Hsuan Lin F. Pollmann 21 25 0 21 Apr 2021
Probing Criticality in Quantum Spin Chains with Neural Networks A. Berezutskii M. Beketov D. Yudin Z. Zimborás J Biamonte AI4CE 8 9 0 05 May 2020