Pankaj Mehta

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David SchwabITS, CUNY Graduate CenterVerified email at meta.com
Charles K. FisherUnlearn.aiVerified email at unlearnai.com
Robert Marsland IIIPontifical University of the Holy CrossVerified email at alum.mit.edu
Alex H. LangVP of Technology at Unlearn.AIVerified email at unlearn.ai
Alexandre DayDirector of Data Science at Capital OneVerified email at capitalone.com
Wenping CuiPrinceton UniversityVerified email at princeton.edu
Dries SelsNew York University -- Flatiron InstituteVerified email at nyu.edu
Ned S. WingreenProfessor of Molecular Biology, Princeton UniversityVerified email at princeton.edu
Anatoli PolkovnikovBoston UniversityVerified email at bu.edu
Ching-Hao WangAI/ML at GlaxoSmithKlineVerified email at gsk.com
Jason W. RocksBoston UniversityVerified email at bu.edu
Joshua GoldfordDayhoff LabsVerified email at dayhofflabs.com
Daniel SegrèProfessor at Boston University, Biology, Biomedical Engineering, Physics, BioinformaticsVerified email at bu.edu
Phillip WeinbergQuEra Computing inc.Verified email at quera.com
Alvaro SanchezGroup Leader, Institute of Functional Biology & Genomics, CSIC, Universidad de SalamancaVerified email at usal.es
Natan AndreiDistinguished Professor of Physics, Rutgers UniversityVerified email at physics.rutgers.edu
Darrell KottonProfessor of Medicine, Center Director, Boston Univeristy and Boston Medical CenterVerified email at bu.edu
Javad NoorbakhshPrincipal Scientist, Kojin TherapeuticsVerified email at bu.edu
Sidhartha GoyalDepartment of Physics, University of TorontoVerified email at physics.utoronto.ca
Laertis IkonomouAssociate Professor, University at Buffalo School of Dental Medicine, Department of Oral BiologyVerified email at buffalo.edu

Pankaj Mehta

Professor, Physics, Boston University

Verified email at bu.edu - Homepage

Biological Physics Statistical Physics Theoretical Biology Machine Learning Condensed Matter Physics


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A high-bias, low-variance introduction to machine learning for physicists P Mehta, M Bukov, CH Wang, AGR Day, C Richardson, CK Fisher, ... Physics reports 810, 1-124, 2019	1179	2019
Emergent simplicity in microbial community assembly JE Goldford, N Lu, D Bajić, S Estrela, M Tikhonov, A Sanchez-Gorostiaga, ... Science 361 (6401), 469-474, 2018	834	2018
Metabolic resource allocation in individual microbes determines ecosystem interactions and spatial dynamics WR Harcombe, WJ Riehl, I Dukovski, BR Granger, A Betts, AH Lang, ... Cell reports 7 (4), 1104-1115, 2014	530	2014
Reinforcement Learning in Different Phases of Quantum Control M Bukov, AGR Day, D Sels, P Weinberg, A Polkovnikov, P Mehta Physical Review X 8, 031086, 2018	446	2018
An exact mapping between the variational renormalization group and deep learning P Mehta, DJ Schwab arXiv preprint arXiv:1410.3831, 2014	362	2014
Identifying keystone species in the human gut microbiome from metagenomic timeseries using sparse linear regression CK Fisher, P Mehta PloS one 9 (7), e102451, 2014	339	2014
Geometry and non-adiabatic response in quantum and classical systems M Kolodrubetz, D Sels, P Mehta, A Polkovnikov Physics Reports 697, 1-87, 2017	307	2017
Nonequilibrium transport in quantum impurity models: The bethe ansatz for open systems P Mehta, N Andrei Physical review letters 96 (21), 216802, 2006	261	2006
Energetic costs of cellular computation P Mehta, DJ Schwab Proceedings of the National Academy of Sciences 109 (44), 17978-17982, 2012	246	2012
A quantitative comparison of sRNA‐based and protein‐based gene regulation P Mehta, S Goyal, NS Wingreen Molecular systems biology 4 (1), 221, 2008	241	2008
Information processing and signal integration in bacterial quorum sensing P Mehta, S Goyal, T Long, BL Bassler, NS Wingreen Molecular systems biology 5 (1), 325, 2009	226	2009
Quantifying the integration of quorum-sensing signals with single-cell resolution T Long, KC Tu, Y Wang, P Mehta, NP Ong, BL Bassler, NS Wingreen PLoS biology 7 (3), e1000068, 2009	203	2009
The transition between the niche and neutral regimes in ecology CK Fisher, P Mehta Proceedings of the National Academy of Sciences 111 (36), 13111-13116, 2014	193	2014
Zipf’s law and criticality in multivariate data without fine-tuning DJ Schwab, I Nemenman, P Mehta Physical review letters 113 (6), 068102, 2014	144	2014
Epigenetic landscapes explain partially reprogrammed cells and identify key reprogramming genes AH Lang, H Li, JJ Collins, P Mehta PLoS computational biology 10 (8), e1003734, 2014	136	2014
Available energy fluxes drive a transition in the diversity, stability, and functional structure of microbial communities R Marsland III, W Cui, J Goldford, A Sanchez, K Korolev, P Mehta PLoS computational biology 15 (2), e1006793, 2019	122	2019
Thermodynamics of statistical inference by cells AH Lang, CK Fisher, T Mora, P Mehta Physical review letters 113 (14), 148103, 2014	115	2014
Regular and singular Fermi-liquid fixed points in quantum impurity models P Mehta, N Andrei, P Coleman, L Borda, G Zarand Physical Review B—Condensed Matter and Materials Physics 72 (1), 014430, 2005	104	2005
Emergence of a stage-dependent human liver disease signature with directed differentiation of alpha-1 antitrypsin-deficient iPS cells AA Wilson, L Ying, M Liesa, CP Segeritz, JA Mills, SS Shen, J Jean, ... Stem cell reports 4 (5), 873-885, 2015	99	2015
Defective glycosylation and multisystem abnormalities characterize the primary immunodeficiency XMEN disease JC Ravell, M Matsuda-Lennikov, SD Chauvin, J Zou, M Biancalana, ... The Journal of clinical investigation 130 (1), 507-522, 2020	90	2020

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