| Predicting plasticity in disordered solids from structural indicators D Richard, M Ozawa, S Patinet, E Stanifer, B Shang, SA Ridout, B Xu, ... Physical Review Materials 4 (11), 113609, 2020 | 170 | 2020 |
| Circadian secretion of the intestinal hormone GLP-1 by the rodent L cell M Gil-Lozano, EL Mingomataj, WK Wu, SA Ridout, PL Brubaker Diabetes 63 (11), 3674-3685, 2014 | 126 | 2014 |
| Fragility in glassy liquids: A structural approach based on machine learning I Tah, SA Ridout, AJ Liu The Journal of Chemical Physics 157 (12), 2022 | 24 | 2022 |
| Interplay of rearrangements, strain, and local structure during avalanche propagation G Zhang, SA Ridout, AJ Liu Physical Review X 11 (4), 041019, 2021 | 23 | 2021 |
| Correlation of plastic events with local structure in jammed packings across spatial dimensions SA Ridout, JW Rocks, AJ Liu Proceedings of the National Academy of Sciences 119 (16), e2119006119, 2022 | 16 | 2022 |
| Mean-field predictions of scaling prefactors match low-dimensional jammed packings JD Sartor, SA Ridout, EI Corwin Physical Review Letters 126 (4), 048001, 2021 | 16 | 2021 |
| Learning-based approach to plasticity in athermal sheared amorphous packings: Improving softness JW Rocks, SA Ridout, AJ Liu APL Materials 9 (2), 2021 | 14 | 2021 |
| Structuro-elasto-plasticity model for large deformation of disordered solids G Zhang, H Xiao, E Yang, RJS Ivancic, SA Ridout, RA Riggleman, ... Physical Review Research 4 (4), 043026, 2022 | 13 | 2022 |
| Soft matter roadmap JL Barrat, E Del Gado, SU Egelhaaf, X Mao, M Dijkstra, DJ Pine, ... Journal of Physics: Materials 7 (1), 012501, 2023 | 6 | 2023 |
| Jammed solids with pins: Thresholds, force networks, and elasticity AL Zhang, SA Ridout, C Parts, A Sachdeva, CS Bester, K Vollmayr-Lee, ... Physical Review E 106 (3), 034902, 2022 | 6 | 2022 |
| Identifying microscopic factors that influence ductility in disordered solids H Xiao, G Zhang, E Yang, R Ivancic, S Ridout, R Riggleman, DJ Durian, ... Proceedings of the National Academy of Sciences 120 (42), e2307552120, 2023 | 5 | 2023 |
| Building a “trap model” of glassy dynamics from a local structural predictor of rearrangements SA Ridout, I Tah, AJ Liu Europhysics Letters 144 (4), 47001, 2023 | 4 | 2023 |
| Structured randomness: jamming of soft discs and pins P Wentworth-Nice, SA Ridout, B Jenike, A Liloia, AL Graves Soft Matter 16 (22), 5305-5313, 2020 | 3 | 2020 |
| Universal scaling function ansatz for finite-temperature jamming SA Ridout, AJ Liu, JP Sethna arXiv preprint arXiv:2304.11152, 2023 | 2 | 2023 |
| Machine learning-informed structuro-elastoplasticity predicts ductility of disordered solids H Xiao, G Zhang, E Yang, RJS Ivancic, SA Ridout, R Riggleman, ... arXiv preprint arXiv:2303.12486, 2023 | 1 | 2023 |
| Structuro-elasto-plasticity (StEP) model for plasticity in disordered solids G Zhang, H Xiao, E Yang, RJS Ivancic, SA Ridout, RA Riggleman, ... arXiv preprint arXiv:2205.08678, 2022 | 1 | 2022 |
| The dynamics of machine-learned" softness" in supercooled liquids describe dynamical heterogeneity SA Ridout, AJ Liu arXiv preprint arXiv:2406.05868, 2024 | | 2024 |
| Bounds on learning with power-law priors S Ridout, I Nemenman, A Louis, C Mingard, R Grabarczyk, K Dingle, ... Bulletin of the American Physical Society, 2024 | | 2024 |
| Understanding the ductile-to-brittle transition in disordered solids using structuro-elastoplaisc models H Xiao, G Zhang, E Yang, R Ivancic, S Ridout, R Riggleman, D Durian, ... Bulletin of the American Physical Society, 2024 | | 2024 |
| Machine learning that predicts well may not learn the correct physical descriptions of glassy systems A Swain, SA Ridout, I Nemenman arXiv preprint arXiv:2403.00751, 2024 | | 2024 |
Andrea J. LiuDepartment of Physics and Astronomy, University of Pennsylvania在 physics.upenn.edu 的电子邮件经过验证
