Sean A. Ridout - Publications, H-index & Citations

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Sean A. Ridout

Emory University

8H-index

51Paper Count

455Citation Count

Published Papers 10

Publication Date

Distribution of singular values in large sample cross-covariance matrices

PHYSICAL REVIEW E

IF2.4

2025-09-15

PREAI

Swain, Arabind; Ridout, Sean Alexander; Nemenman, Ilya

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Machine learning that predicts well may not learn the correct physical descriptions of glassy systems

PHYSICAL REVIEW RESEARCH

IF4.2

2024-07-23

OAAI

Swain, Arabind; Ridout, Sean Alexander; Nemenman, Ilya

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Identifying microscopic factors that influence ductility in disordered solids

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2023-10-09

OAAI

Xiao, Hongyi; Zhang, Ge; Yang, Entao; Ivancic, Robert; Ridout, Sean; Riggleman, Robert; Durian, Douglas J.; Liu, Andrea J.

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Structuro-elasto-plasticity model for large deformation of disordered solids

PHYSICAL REVIEW RESEARCH

IF4.2

2022-10-13

OAAI

Zhang, Ge; Xiao, Hongyi; Yang, Entao; Ivancic, Robert J. S.; Ridout, Sean A.; Riggleman, Robert A.; Durian, Douglas J.; Liu, Andrea J.

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Fragility in glassy liquids: A structural approach based on machine learning

JOURNAL OF CHEMICAL PHYSICS

IF3.1

2022-09-27

OAAI

Tah, Indrajit; Ridout, Sean A.; Liu, Andrea J.

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Correlation of plastic events with local structure in jammed packings across spatial dimensions

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2022-04-11

OAAI

Ridout, Sean A.; Rocks, Jason W.; Liu, Andrea J.

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Interplay of Rearrangements, Strain, and Local Structure during Avalanche Propagation

PHYSICAL REVIEW X

IF15.7

2021-10-27

OAAI

Zhang, Ge; Ridout, Sean A.; Liu, Andrea J.

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Learning-based approach to plasticity in athermal sheared amorphous packings: Improving softness

APL MATERIALS

IF4.5

2021-02-03

OAAI

Rocks, Jason W.; Ridout, Sean A.; Liu, Andrea J.

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Predicting plasticity in disordered solids from structural indicators

PHYSICAL REVIEW MATERIALS

IF3.4

2020-11-24

157

OAAI

Richard, D.; Ozawa, M.; Patinet, S.; Stanifer, E.; Shang, B.; Ridout, S. A.; Xu, B.; Zhang, G.; Morse, P. K.; Barrat, J-L; Berthier, L.; Falk, M. L.; Guan, P.; Liu, A. J.; Martens, K.; Sastry, S.; Vandembroucq, D.; Lerner, E.; Manning, M. L.

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Circadian Secretion of the Intestinal Hormone GLP-1 by the Rodent L Cell

DIABETES

IF7.5

2014-10-13

108

OAAI

Gil-Lozano, Manuel; Mingomataj, Erli L.; Wu, W. Kelly; Ridout, Sean A.; Brubaker, Patricia L.

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Research Directions