Unbiasing time-dependent Variational Monte Carlo by projected quantum evolution

A Sinibaldi, C Giuliani, G Carleo, F Vicentini - Quantum, 2023 - quantum-journal.org
We analyze the accuracy and sample complexity of variational Monte Carlo approaches to
simulate the dynamics of many-body quantum systems classically. By systematically …

Broken-symmetry ground states of the heisenberg model on the pyrochlore lattice

N Astrakhantsev, T Westerhout, A Tiwari, K Choo… - Physical Review X, 2021 - APS
The spin-1/2 Heisenberg model on the pyrochlore lattice is an iconic frustrated three-
dimensional spin system with a rich phase diagram. Besides hosting several ordered …

Disorder-free localization in an interacting 2D lattice gauge theory

P Karpov, R Verdel, YP Huang, M Schmitt, M Heyl - Physical Review Letters, 2021 - APS
Disorder-free localization has been recently introduced as a mechanism for ergodicity
breaking in low-dimensional homogeneous lattice gauge theories caused by local …

Gauge-invariant and anyonic-symmetric autoregressive neural network for quantum lattice models

D Luo, Z Chen, K Hu, Z Zhao, VM Hur, BK Clark - Physical Review Research, 2023 - APS
Symmetries such as gauge invariance and anyonic symmetry play a crucial role in quantum
many-body physics. We develop a general approach to constructing gauge-invariant or …

Correlation-enhanced neural networks as interpretable variational quantum states

A Valenti, E Greplova, NH Lindner, SD Huber - Physical Review Research, 2022 - APS
Variational methods have proven to be excellent tools to approximate the ground states of
complex many-body Hamiltonians. Generic tools such as neural networks are extremely …

Disorder-free localization transition in a two-dimensional lattice gauge theory

N Chakraborty, M Heyl, P Karpov, R Moessner - Physical Review B, 2022 - APS
Disorder-free localization has been proposed as a mechanism for ergodicity breaking in
lattice gauge theories (LGTs) which can even occur in two spatial dimensions (2D). It has …

Quantum versus classical dynamics in spin models: Chains, ladders, and square lattices

D Schubert, J Richter, F Jin, K Michielsen, H De Raedt… - Physical Review B, 2021 - APS
We present a comprehensive comparison of spin and energy dynamics in quantum and
classical spin models on different geometries, ranging from one-dimensional chains, over …

Quantum matter overview

M Swan, RP Dos Santos, F Witte - J, 2022 - mdpi.com
Quantum matter (novel phases of matter at zero temperature with exotic properties) is a
growing field with applications in its own domain, and in providing foundational support to …

Supervised training of neural-network quantum states for the next-nearest neighbor Ising model

Z Wu, R Zen, HP Casagrande, D Poletti… - Computer Physics …, 2024 - Elsevier
Different neural network architectures can be unsupervisedly or supervisedly trained to
represent quantum states. We explore and compare different strategies for the supervised …

Real-time dynamics of one-dimensional and two-dimensional bosonic quantum matter deep in the many-body localized phase

SW Kim, G De Tomasi, M Heyl - Physical Review B, 2021 - APS
Recent experiments in quantum simulators have provided evidence for the many-body
localized (MBL) phase in one-dimensional (1D) and two-dimensional (2D) bosonic quantum …