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Jason W. Rocks
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Designing allostery-inspired response in mechanical networks
JW Rocks, N Pashine, I Bischofberger, CP Goodrich, AJ Liu, SR Nagel
Proceedings of the National Academy of Sciences 114 (10), 2520-2525, 2017
2102017
Supervised learning in physical networks: From machine learning to learning machines
M Stern, D Hexner, JW Rocks, AJ Liu
Physical Review X 11 (2), 021045, 2021
1102021
Limits of multifunctionality in tunable networks
JW Rocks, H Ronellenfitsch, AJ Liu, SR Nagel, E Katifori
Proceedings of the National Academy of Sciences 116 (7), 2506-2511, 2019
792019
Memorizing without overfitting: Bias, variance, and interpolation in overparameterized models
JW Rocks, P Mehta
Physical review research 4 (1), 013201, 2022
772022
Mechanical signaling coordinates the embryonic heartbeat
KK Chiou, JW Rocks, S Cho, KE Merkus, P Robison, M Tewari, K Vogel, ...
Biophysical Journal 110 (3), 120a, 2016
652016
Hidden topological structure of flow network functionality
JW Rocks, AJ Liu, E Katifori
Physical Review Letters 126 (2), 028102, 2021
362021
Revealing structure-function relationships in functional flow networks via persistent homology
JW Rocks, AJ Liu, E Katifori
Physical Review Research 2 (3), 033234, 2020
34*2020
Negative-mass instability in nonlinear plasma waves
IY Dodin, PF Schmit, J Rocks, NJ Fisch
Physical review letters 110 (21), 215006, 2013
322013
M-type barium hexaferrite synthesis and characterization for phase shifter applications
AT Wise, J Rocks, DE Laughlin, ME McHenry, SD Yoon, C Vittoria, ...
Journal of Applied Physics 109 (7), 2011
322011
Double descent demystified: Identifying, interpreting & ablating the sources of a deep learning puzzle
R Schaeffer, M Khona, Z Robertson, A Boopathy, K Pistunova, JW Rocks, ...
arXiv preprint arXiv:2303.14151, 2023
282023
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
212022
Learning-based approach to plasticity in athermal sheared amorphous packings: Improving softness
JW Rocks, SA Ridout, AJ Liu
APL Materials 9 (2), 2021
182021
Ultra-high throughput mapping of genetic design space
RW O’Connell, K Rai, TC Piepergerdes, Y Wang, KD Samra, JA Wilson, ...
BioRxiv, 2023.03. 16.532704, 2023
172023
Nonlinear amplification and decay of phase-mixed waves in compressing plasma
PF Schmit, IY Dodin, J Rocks, NJ Fisch
Physical review letters 110 (5), 055001, 2013
162013
Bias-variance decomposition of overparameterized regression with random linear features
JW Rocks, P Mehta
Physical Review E 106 (2), 025304, 2022
152022
Phase transition to chaos in complex ecosystems with nonreciprocal species-resource interactions
E Blumenthal, JW Rocks, P Mehta
Physical review letters 132 (12), 127401, 2024
142024
The perturbative resolvent method: Spectral densities of random matrix ensembles via perturbation theory
W Cui, JW Rocks, P Mehta
arXiv preprint arXiv:2012.00663, 2020
102020
The geometry of over-parameterized regression and adversarial perturbations
JW Rocks, P Mehta
arXiv preprint arXiv:2103.14108, 2021
72021
Engineering synthetic phosphorylation signaling networks in human cells
X Yang, JW Rocks, K Jiang, AJ Walters, K Rai, J Liu, J Nguyen, SD Olson, ...
Science 387 (6729), 74-81, 2025
62025
Emergent competition shapes top-down versus bottom-up control in multi-trophic ecosystems
Z Feng, R Marsland III, JW Rocks, P Mehta
PLoS Computational Biology 20 (2), e1011675, 2024
32024
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Artiklar 1–20