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Pankaj Mehta
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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
6312019
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
4912018
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
4202014
An exact mapping between the variational renormalization group and deep learning
P Mehta, DJ Schwab
arXiv preprint arXiv:1410.3831, 2014
2792014
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
2732018
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
2592014
Nonequilibrium transport in quantum impurity models: The bethe ansatz for open systems
P Mehta, N Andrei
Physical review letters 96 (21), 216802, 2006
2442006
A quantitative comparison of sRNA‐based and protein‐based gene regulation
P Mehta, S Goyal, NS Wingreen
Molecular systems biology 4 (1), 221, 2008
2212008
Energetic costs of cellular computation
P Mehta, DJ Schwab
Proceedings of the National Academy of Sciences 109 (44), 17978-17982, 2012
2052012
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
2022009
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
1962009
Geometry and non-adiabatic response in quantum and classical systems
M Kolodrubetz, D Sels, P Mehta, A Polkovnikov
Physics Reports 697, 1-87, 2017
1672017
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
1382014
Zipf’s law and criticality in multivariate data without fine-tuning
DJ Schwab, I Nemenman, P Mehta
Physical review letters 113 (6), 068102, 2014
1202014
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
1132014
Regular and singular Fermi-liquid fixed points in quantum impurity models
P Mehta, N Andrei, P Coleman, L Borda, G Zarand
Physical Review B 72 (1), 014430, 2005
942005
Thermodynamics of statistical inference by cells
AH Lang, CK Fisher, T Mora, P Mehta
Physical review letters 113 (14), 148103, 2014
932014
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
852015
Active regulation of receptor ratios controls integration of quorum‐sensing signals in Vibrio harveyi
SW Teng, JN Schaffer, KC Tu, P Mehta, W Lu, NP Ong, BL Bassler, ...
Molecular systems biology 7 (1), 491, 2011
822011
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
752019
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