Learning many-body Hamiltonians with Heisenberg-limited scaling

6 October 2022

Papers citing "Learning many-body Hamiltonians with Heisenberg-limited scaling"

11 / 11 papers shown

Title
Efficient Hamiltonian, structure and trace distance learning of Gaussian states Marco Fanizza Cambyse Rouzé Daniel Stilck França 85 6 0 05 Nov 2024
Solving The Quantum Many-Body Hamiltonian Learning Problem with Neural Differential Equations Timothy Heightman Edward Jiang Antonio Acín AI4CE 61 5 0 16 Aug 2024
Simple algorithms to test and learn local Hamiltonians Francisco Escudero Gutiérrez 64 2 0 09 Apr 2024
Learning shallow quantum circuits Hsin-Yuan Huang Yunchao Liu Michael Broughton Isaac Kim Anurag Anshu Zeph Landau Jarrod R. McClean 81 31 0 18 Jan 2024
Learning quantum Hamiltonians at any temperature in polynomial time Ainesh Bakshi Allen Liu Ankur Moitra Ewin Tang 79 30 0 03 Oct 2023
ShadowNet for Data-Centric Quantum System Learning Yuxuan Du Yibo Yang Tongliang Liu Zhouchen Lin Guohao Li Dacheng Tao 81 7 0 22 Aug 2023
Exponential separations between classical and quantum learners Casper Gyurik Vedran Dunjko 63 21 0 28 Jun 2023
On the Role of Entanglement and Statistics in Learning Srinivasan Arunachalam Vojtěch Havlíček Louis Schatzki 61 8 0 05 Jun 2023
A survey on the complexity of learning quantum states Anurag Anshu Srinivasan Arunachalam 85 74 0 31 May 2023
Sample-efficient Model-based Reinforcement Learning for Quantum Control Irtaza Khalid C. Weidner E. Jonckheere Sophie G. Shermer F. Langbein 38 10 0 19 Apr 2023
Learning Quantum Processes and Hamiltonians via the Pauli Transfer Matrix Matthias C. Caro 73 42 0 08 Dec 2022