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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
1862017
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
792021
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
702019
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
612016
Memorizing without overfitting: Bias, variance, and interpolation in overparameterized models
JW Rocks, P Mehta
Physical review research 4 (1), 013201, 2022
512022
Hidden topological structure of flow network functionality
JW Rocks, AJ Liu, E Katifori
Physical Review Letters 126 (2), 028102, 2021
332021
Revealing structure-function relationships in functional flow networks via persistent homology
JW Rocks, AJ Liu, E Katifori
Physical Review Research 2 (3), 033234, 2020
30*2020
Negative-mass instability in nonlinear plasma waves
IY Dodin, PF Schmit, J Rocks, NJ Fisch
Physical review letters 110 (21), 215006, 2013
302013
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
302011
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
172013
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
152022
Learning-based approach to plasticity in athermal sheared amorphous packings: Improving softness
JW Rocks, SA Ridout, AJ Liu
APL Materials 9 (2), 2021
122021
Bias-variance decomposition of overparameterized regression with random linear features
JW Rocks, P Mehta
Physical Review E 106 (2), 025304, 2022
102022
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
72020
Ultra-high throughput mapping of genetic design space
RW O’Connell, K Rai, TC Piepergerdes, KD Samra, JA Wilson, S Lin, ...
BioRxiv, 2023.03. 16.532704, 2023
62023
The geometry of over-parameterized regression and adversarial perturbations
JW Rocks, P Mehta
arXiv preprint arXiv:2103.14108, 2021
62021
Monte carlo renormalization-group analysis of percolation
A Brown, A Edelman, J Rocks, A Coniglio, RH Swendsen
Physical Review E 88 (4), 043307, 2013
22013
Engineering synthetic phosphorylation signaling networks in human cells
X Yang, JW Rocks, K Jiang, AJ Walters, K Rai, J Liu, J Nguyen, SD Olson, ...
bioRxiv, 2023
12023
Emergent competition shapes the ecological properties of multi-trophic ecosystemss
Z Feng, R Marsland III, JW Rocks, P Mehta
ArXiv, 2023
12023
Integrating local energetics into Maxwell-Calladine constraint counting to design mechanical metamaterials
JW Rocks, P Mehta
arXiv preprint arXiv:2208.07419, 2022
12022
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Articles 1–20