Cover Image

Improving thermal state preparation of Sachdev-Ye-Kitaev model with reinforcement learning on quantum hardware

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Kundu, Akash
Format:	Preprint
Published:	2025
Subjects:	Quantum Physics Artificial Intelligence Machine Learning High Energy Physics - Lattice High Energy Physics - Theory
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Sachdev-Ye-Kitaev model on a noisy quantum computer
by: Asaduzzaman, Muhammad, et al.
Published: (2023)

Estimating truncation effects of quantum bosonic systems using sampling algorithms
by: Hanada, Masanori, et al.
Published: (2022)

Thermal state preparation of the SYK model using a variational quantum algorithm
by: Araz, Jack Y., et al.
Published: (2024)

Ground state preparation in $(2+1)$-dimensional pure $\mathbb{Z}_2$ lattice gauge theory via deterministic quantum imaginary time evolution
by: Sekiyama, Minoru, et al.
Published: (2026)

Role of exceptional points in the dynamics of the Lindblad Sachdev-Ye-Kitaev model
by: Zheng, Jie-ping, et al.
Published: (2025)

Anatomy of information scrambling and decoherence in the integrable Sachdev-Ye-Kitaev model
by: García-García, Antonio M., et al.
Published: (2024)

A Euclidean Monte-Carlo-informed route to ground-state preparation for quantum simulation of scalar field theory
by: Gupta, Navya, et al.
Published: (2025)

Adiabatic state preparation for digital quantum simulations of QED in 1 + 1D
by: D'Anna, Matteo, et al.
Published: (2024)

Euclidean-Monte-Carlo-informed ground-state preparation for quantum simulation of scalar field theory
by: Gupta, Navya, et al.
Published: (2025)

Variational thermal quantum simulation of the lattice Schwinger model
by: Xie, Xu-Dan, et al.
Published: (2022)

Extracting quantum field theory dynamics from an approximate ground state
by: Mutzel, Sophie, et al.
Published: (2025)

Efficient vacuum state preparation for quantum simulation of strongly interacting local quantum field theories
by: Cohen, Thomas D., et al.
Published: (2023)

Sparsity dependence of Krylov state complexity in the SYK model
by: Jha, Raghav G., et al.
Published: (2024)

Solving Lévy Sachdev-Ye-Kitaev Model
by: Bhattacharjee, Budhaditya, et al.
Published: (2026)

Nearly-optimal state preparation for quantum simulations of lattice gauge theories
by: Kane, Christopher F., et al.
Published: (2023)

Perturbation theory, irrep truncations, and state preparation methods for quantum simulations of SU(3) lattice gauge theory
by: Balaji, Praveen, et al.
Published: (2025)

Studying Effective String Theory using deep generative models
by: Caselle, Michele, et al.
Published: (2025)

Improved Fermion Hamiltonians for Quantum Simulation
by: Gustafson, Erik, et al.
Published: (2024)

Exponential improvement in quantum simulations of bosons
by: Hanada, Masanori, et al.
Published: (2025)

Quantum anomaly for benchmarking quantum computing
by: Hayata, Tomoya, et al.
Published: (2026)

Bootstrapping time-evolution in quantum mechanics
by: Lawrence, Scott, et al.
Published: (2024)

End-to-end complexity for simulating the Schwinger model on quantum computers
by: Sakamoto, Kazuki, et al.
Published: (2023)

Digital quantum simulations of scattering in quantum field theories using W states
by: Farrell, Roland C., et al.
Published: (2025)

Improved entanglement entropy estimates from filtered bitstring probabilities
by: Kaufman, Avi, et al.
Published: (2024)

Scalable quantum computation of Quantum Electrodynamics beyond one spatial dimension
by: Mou, Zong-Gang, et al.
Published: (2025)

Solving lattice gauge theories using the quantum Krylov algorithm and qubitization
by: Anderson, Lewis W., et al.
Published: (2024)

Lévy Sachdev-Ye-Kitaev Model
by: Bhattacharjee, Budhaditya, et al.
Published: (2025)

Quantum computation in fermionic thermal field theories
by: Qian, Wenyang, et al.
Published: (2024)

Spectral functions in Minkowski quantum electrodynamics from neural reconstruction: Benchmarking against dispersive Dyson--Schwinger integral equations
by: Terin, Rodrigo Carmo
Published: (2025)

Renormalized dual basis for scalable simulations of 2+1D compact quantum electrodynamics
by: Miranda-Riaza, Marc, et al.
Published: (2025)

Improved Ground State Estimation in Quantum Field Theories via Normalising Flow-Assisted Neural Quantum States
by: Ngairangbam, Vishal S., et al.
Published: (2025)

The phase diagram of quantum chromodynamics in one dimension on a quantum computer
by: Than, Anton T., et al.
Published: (2024)

Realizing string breaking dynamics in a $Z_2$ lattice gauge theory on quantum hardware
by: Alexandrou, Constantia, et al.
Published: (2025)

State preparation of lattice field theories using quantum optimal control
by: Araz, Jack Y., et al.
Published: (2024)

Hamiltonian simulation of minimal holographic sparsified SYK model
by: Jha, Raghav G.
Published: (2024)

Cooling the Sachdev-Ye-Kitaev model using thermofield double states
by: Schuster, Thomas, et al.
Published: (2025)

The two-flavor Schwinger model at 50: Solving Coleman's puzzles
by: Cuomo, Gabriel, et al.
Published: (2026)

Estimation of the reduced density matrix and entanglement entropies using autoregressive networks
by: Białas, Piotr, et al.
Published: (2025)

Quantum simulation of massive Thirring and Gross--Neveu models for arbitrary number of flavors
by: Bakalov, Bojko N., et al.
Published: (2026)

On connection between perturbation theory and semiclassical expansion in quantum mechanics
by: Turbiner, A. V., et al.
Published: (2021)