Jason W. Rocks

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Andrea J. LiuDepartment of Physics and Astronomy, University of PennsylvaniaVerificeret mail på physics.upenn.edu
Pankaj MehtaProfessor, Physics, Boston UniversityVerificeret mail på bu.edu
Eleni KatiforiUniversity of PennsylvaniaVerificeret mail på sas.upenn.edu
Nidhi PashineSyracuse UniversityVerificeret mail på syr.edu
Carl P. GoodrichInstitute of Science and Technology Austria (IST Austria)Verificeret mail på ist.ac.at
Irmgard BischofbergerMechanical Engineering, Massachusetts Institute of TechnologyVerificeret mail på mit.edu
Nathaniel J. FischProfessor of Astrophysical Sciences, Princeton UniversityVerificeret mail på princeton.edu
Paul F. SchmitPacific FusionVerificeret mail på pacificfusion.com
Menachem SternAMOLFVerificeret mail på amolf.nl
Daniel HexnerMechanical Engineering, Technion - Israel Institute of TechnologyVerificeret mail på technion.ac.il
Sean Alexander RidoutPostdoctoral Fellow, Emory UniversityVerificeret mail på emory.edu
Henrik RonellenfitschCarl Zeiss SMT GmbHVerificeret mail på williams.edu
Michael E. McHenryProfessor of Materials Science and Engineering, CarnegieMellon UniversityVerificeret mail på andrew.cmu.edu
David E. LaughlinALCOA Professor of Physical Metallurgy, Materials Science and Engineering, Carnegie MellonVerificeret mail på andrew.cmu.edu
Dennis DischerUniversity of PennsylvaniaVerificeret mail på seas.upenn.edu
Benjamin L ProsserAssociate Professor of Physiology, University of Pennsylvania Perelman School of MedicineVerificeret mail på pennmedicine.upenn.edu
Kevin ChiouUniversity of PennsylvaniaVerificeret mail på sas.upenn.edu
Stephanie MajkutBanner WitcoffVerificeret mail på bannerwitcoff.com
Sangkyun ChoStanford UniversityVerificeret mail på stanford.edu
Caleb BashorVerificeret mail på rice.edu

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Jason W. Rocks

Boston University

Verificeret mail på bu.edu - Startside

Statistical Leaning Theory Biological Physics Soft Matter Physics


Titel Sortér efter henvisninger Sortér efter årstal Sortér efter titel	Citeret af Citeret af	År
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	210	2017
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	110	2021
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	79	2019
Memorizing without overfitting: Bias, variance, and interpolation in overparameterized models JW Rocks, P Mehta Physical review research 4 (1), 013201, 2022	77	2022
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	65	2016
Hidden topological structure of flow network functionality JW Rocks, AJ Liu, E Katifori Physical Review Letters 126 (2), 028102, 2021	36	2021
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	32	2013
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	32	2011
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	28	2023
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	21	2022
Learning-based approach to plasticity in athermal sheared amorphous packings: Improving softness JW Rocks, SA Ridout, AJ Liu APL Materials 9 (2), 2021	18	2021
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	17	2023
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	16	2013
Bias-variance decomposition of overparameterized regression with random linear features JW Rocks, P Mehta Physical Review E 106 (2), 025304, 2022	15	2022
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	14	2024
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	10	2020
The geometry of over-parameterized regression and adversarial perturbations JW Rocks, P Mehta arXiv preprint arXiv:2103.14108, 2021	7	2021
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	6	2025
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	3	2024

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