Neural-Network Quantum States, String-Bond States, and Chiral
Topological States

Neural-Network Quantum States, String-Bond States, and Chiral Topological States

11 October 2017

Nicola Pancotti

I. D. Rodriguez

Papers citing "Neural-Network Quantum States, String-Bond States, and Chiral Topological States"

18 / 18 papers shown

Title
Are queries and keys always relevant? A case study on Transformer wave functions Riccardo Rende Luciano Loris Viteritti 29 5 0 29 May 2024
Artificial intelligence for artificial materials: moiré atom Di Luo Aidan P. Reddy T. Devakul L. Fu 29 3 0 14 Mar 2023
Simulating 2+1D Lattice Quantum Electrodynamics at Finite Density with Neural Flow Wavefunctions Zhuo Chen Di Luo Kaiwen Hu B. Clark 27 14 0 14 Dec 2022
Gauge Equivariant Neural Networks for 2+1D U(1) Gauge Theory Simulations in Hamiltonian Formulation Di Luo Shunyue Yuan J. Stokes B. Clark 23 14 0 06 Nov 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 19 87 0 20 Dec 2021
Tensor networks for unsupervised machine learning Jing Liu Sujie Li Jiang Zhang Pan Zhang SSL 22 25 0 24 Jun 2021
Scaling of neural-network quantum states for time evolution Sheng-Hsuan Lin F. Pollmann 21 25 0 21 Apr 2021
Entangled q-Convolutional Neural Nets V. Anagiannis Miranda C. N. Cheng 16 5 0 06 Mar 2021
Quantum State Tomography with Conditional Generative Adversarial Networks Shahnawaz Ahmed C. Muñoz Franco Nori A. F. Kockum GAN 3DPC 45 122 0 07 Aug 2020
Geometry of learning neural quantum states Chae-Yeun Park M. Kastoryano 29 60 0 24 Oct 2019
Expressive power of tensor-network factorizations for probabilistic modeling, with applications from hidden Markov models to quantum machine learning I. Glasser R. Sweke Nicola Pancotti Jens Eisert J. I. Cirac 28 123 0 08 Jul 2019
Revealing quantum chaos with machine learning Y. Kharkov V. E. Sotskov A. A. Karazeev E. Kiktenko A. Fedorov AI4CE 27 27 0 25 Feb 2019
Deep autoregressive models for the efficient variational simulation of many-body quantum systems Or Sharir Yoav Levine Noam Wies Giuseppe Carleo Amnon Shashua 19 187 0 11 Feb 2019
The Expressive Power of Parameterized Quantum Circuits Yuxuan Du Min-hsiu Hsieh Tongliang Liu Dacheng Tao 29 92 0 29 Oct 2018
Quantum Codes from Neural Networks Johannes Bausch Felix Leditzky 8 44 0 22 Jun 2018
From probabilistic graphical models to generalized tensor networks for supervised learning I. Glasser Nicola Pancotti J. I. Cirac AI4CE 69 75 0 15 Jun 2018
Information Perspective to Probabilistic Modeling: Boltzmann Machines versus Born Machines Song Cheng J. Chen Lei Wang 26 101 0 12 Dec 2017
Equivalence of restricted Boltzmann machines and tensor network states Martín Arjovsky Song Cheng Haidong Xie Léon Bottou Tao Xiang 26 225 0 17 Jan 2017