Literature Search

Enhanced Hamiltonian Learning Precision with Multi-Stage Neural Networks

#1

et al.

(Mar 10, 2025)

e-Print:
- 2503.07356 [quant-ph]

pdf

reference search0 citations

Effective Field Neural Network

#2

(Feb 24, 2025)

e-Print:
- 2502.17665 [physics.comp-ph]

pdf

reference search0 citations

Continuously varying critical exponents in an exactly solvable long-range cluster

X Y

model

#3

(Feb 6, 2025)

Published in:
- Phys.Rev.A 111 (2025) 2, 023307
•
e-Print:
- 2502.04165 [cond-mat.str-el]

pdfDOI

reference search0 citations

Orthogonal projections of hypercubes

#4

(Jan 17, 2025)

e-Print:
- 2501.10257 [physics.data-an]

pdf

reference search0 citations

Deep learning of phase transitions with minimal examples

#5

et al.

(Jan 9, 2025)

e-Print:
- 2501.05547 [cond-mat.stat-mech]

pdf

reference search0 citations

Unsupervised Classification of Non-Hermitian Topological Phases under Symmetries

#6

(Dec 30, 2024)

e-Print:
- 2412.20882 [cond-mat.mes-hall]

pdf

reference search0 citations

Quantum phase transition detection via quantum support vector machine

#7

Youle Wang
(
- Nanjing U. Sci. Tech.
)
,
Linyun Cao
(
- Nanjing U. Sci. Tech.
)

(Dec 9, 2024)

Published in:
- Quantum Sci.Technol. 10 (2025) 1, 015043

DOI

reference search1 citation

High-Accuracy Entanglement Detection via a Convolutional Neural Network with Noise Resistance

#8

(Oct 16, 2024)

Published in:
- Appl.Sciences 14 (2024) 20, 9418

pdfDOI

reference search0 citations

Machine learning of the Ising model on a spherical Fibonacci lattice

#9

(Oct 15, 2024)

e-Print:
- 2410.12007 [physics.comp-ph]

pdf

reference search0 citations

Super-resolution of spin configurations based on flow-based generative models

#10

(Sep 2, 2024)

Published in:
- J.Phys.A 57 (2024) 38, 385202

DOI

reference search0 citations

Interpretable correlator Transformer for image-like quantum matter data

#11

(Jul 31, 2024)

e-Print:
- 2407.21502 [cond-mat.quant-gas]

pdf

reference search1 citation

Unruh-DeWitt Quantum Computing: Realizing Quantum Shannon Theory With Quantum Fields

#12

Eric W. Aspling
(
- SUNY, Binghamton
)

(Jul 18, 2024)

e-Print:
- 2407.13628 [quant-ph]

pdf

reference search0 citations

Diagnosing quantum transport from wave function snapshots

#13

et al.

(Jul 12, 2024)

Published in:
- Phys.Rev.B 110 (2024) 14, 144204
•
e-Print:
- 2407.09092 [cond-mat.dis-nn]

pdfDOI

reference search0 citations

Characterizing out-of-distribution generalization of neural networks: application to the disordered Su–Schrieffer–Heeger model

#14

et al.

(Jun 14, 2024)

Published in:
- Mach.Learn.Sci.Tech. 6 (2025) 1, 015014
•
e-Print:
- 2406.10012 [quant-ph]

DOI

reference search1 citation

Predicting Ground State Properties: Constant Sample Complexity and Deep Learning Algorithms

#15

Marc Wanner
(
- Chalmers U. Tech.
)
,
Laura Lewis
(
- Cambridge U., DAMTP
)
,
Chiranjib Bhattacharyya
(
- Bangalore, Indian Inst. Sci.
)
,
Devdatt Dubhashi
(
- Chalmers U. Tech.
)
,
Alexandru Gheorghiu
(
- Chalmers U. Tech.
)

(May 28, 2024)

e-Print:
- 2405.18489 [quant-ph]

pdf

reference search3 citations

Rise and Fall of Anderson Localization by Lattice Vibrations: A Time-Dependent Machine Learning Approach

#16

(May 27, 2024)

Published in:
- Entropy 26 (2024) 7, 552,
- Entropy 26 (2024) 552
•
e-Print:
- 2406.00042 [cond-mat.str-el]

DOI

reference search2 citations

Principal component analysis of absorbing state phase transitions

#17

et al.

(May 21, 2024)

Published in:
- Phys.Rev.E 110 (2024) 6, 064121
•
e-Print:
- 2405.12863 [cond-mat.stat-mech]

pdfDOI

reference search2 citations

Unveiling quantum phase transitions from traps in variational quantum algorithms

#18

Chenfeng Cao
(
- Unlisted, UK
)
,
Filippo Maria Gambetta
(
- Unlisted, UK
)
,
Ashley Montanaro
(
- Unlisted, UK and
- U. Bristol (main)
)
,
Raul A. Santos
(
- Unlisted, UK
)

(May 14, 2024)

e-Print:
- 2405.08441 [quant-ph]

pdf

reference search4 citations

Identifying phase transitions in physical systems with neural networks: a neural architecture search perspective

#19

(Apr 23, 2024)

e-Print:
- 2404.15118 [cs.NE]

pdf

reference search1 citation

Statistical mechanics and machine learning of the

α

-Rényi ensemble

#20

(Apr 5, 2024)

Published in:
- Phys.Rev.Res. 7 (2025) 1, 013070
•
e-Print:
- 2404.04005 [cond-mat.stat-mech]

pdfDOI

reference search0 citations

Retrieving nonstabilizerness with neural networks

#21

Antonio Francesco Mello
(
- SISSA, Trieste
)
,
Guglielmo Lami
(
- SISSA, Trieste and
- Cergy-Pontoise U., LPTM
)
,
Mario Collura
(
- SISSA, Trieste and
- INFN, Trieste
)

(Mar 1, 2024)

Published in:
- Phys.Rev.A 111 (2025) 1, 012440
•
e-Print:
- 2403.00919 [quant-ph]

pdfDOI

reference search5 citations

Two mass-imbalanced atoms in a hard-wall trap: Deep learning integrability of many-body systems

#22

et al.

(Feb 25, 2024)

Published in:
- Phys.Rev.E 110 (2024) 2, 024129
•
e-Print:
- 2402.16244 [cond-mat.quant-gas]

pdfDOI

reference search0 citations

Unsupervised learning of quantum many-body scars using intrinsic dimension

#23

(Jan 15, 2024)

Published in:
- Mach.Learn.Sci.Tech. 5 (2024) 2, 025049
•
e-Print:
- 2401.07795 [quant-ph]

DOI

reference search2 citations

Advantage of Quantum Neural Networks as Quantum Information Decoders

#24

Weishun Zhong
(
- MIT and
- IBM, Cambridge and
- Princeton, Inst. Advanced Study
)
,
Oles Shtanko
(
- IBM, San Jose
)
,
Ramis Movassagh
(
- IBM, Cambridge and
- Unlisted, US, CA
)

(Jan 11, 2024)

e-Print:
- 2401.06300 [quant-ph]

pdf

reference search1 citation

Machine learning of knot topology in non-Hermitian band braids

#25

(Jan 8, 2024)

Published in:
- Commun.Phys. 7 (2024) 1, 209
•
e-Print:
- 2401.10908 [cond-mat.mes-hall]

DOI

reference search4 citations

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