Pankaj Mehta

发表

Ankur Singh Bist, Purushottam Das, Pankaj Mehta, 2015 .

Reinforcement Learning in Different Phases of Quantum Control

Pankaj Mehta, Marin Bukov, Alexandre G.R. Day, 2017, Physical Review X.

The Minimum Environmental Perturbation Principle: A New Perspective on Niche Theory

Pankaj Mehta, Robert Marsland, Wenping Cui, 2019, bioRxiv.

The strength of protein-protein interactions controls the information capacity and dynamical response of signaling networks

Caleb J. Bashor, Pankaj Mehta, Ching-Hao Wang, 2018, bioRxiv.

Environmental engineering is an emergent feature of diverse ecosystems and drives community structure

Guy Bunin, Pankaj Mehta, Madhu Advani, 2017, bioRxiv.

Epigenetic Landscapes Explain Partially Reprogrammed Cells and Identify Key Reprogramming Genes

James J. Collins, Hu Li, Pankaj Mehta, 2012, PLoS Comput. Biol..

Thermodynamics of statistical inference by cells.

Thierry Mora, Charles K. Fisher, Pankaj Mehta, 2014, Physical review letters.

Bayesian Feature Selection with Strongly Regularizing Priors Maps to the Ising Model

Charles K. Fisher, Pankaj Mehta, Pankaj Mehta, 2014, Neural Computation.

Flux Imbalance Analysis and the Sensitivity of Cellular Growth to Changes in Metabolite Pools

Ed Reznik, Daniel Segrè, Pankaj Mehta, 2013, PLoS Comput. Biol..

Identifying feasible operating regimes for early T-cell recognition: The speed, energy, accuracy trade-off in kinetic proofreading and adaptive sorting

Pankaj Mehta, Wenping Cui, Pankaj Mehta, 2017, PloS one.

Glassy Phase of Optimal Quantum Control.

Pankaj Mehta, Marin Bukov, Dries Sels, 2018, Physical review letters.

Constrained optimization as ecological dynamics with applications to random quadratic programming in high dimensions.

Pankaj Mehta, Robert Marsland, Wenping Cui, 2018, Physical review. E.

Supporting Information Two-Dimensionality of Yeast Colony Expansion Accompanied by Pattern Formation

Lin Chen, Gábor Balázsi, Pankaj Mehta, 2014 .

Statistical Mechanics of Transcription-Factor Binding Site Discovery Using Hidden Markov Models

Anirvan M. Sengupta, David J Schwab, Pankaj Mehta, 2010, Journal of statistical physics.

Diverse communities behave like typical random ecosystems

Pankaj Mehta, Robert Marsland, Wenping Cui, 2019, bioRxiv.

Comment on "Why does deep and cheap learning work so well?" [arXiv: 1608.08225] pdf

David J. Schwab, Pankaj Mehta, D. Schwab, 2016, ArXiv.

Zipf's law and criticality in multivariate data without fine-tuning.

David J Schwab, Ilya Nemenman, Pankaj Mehta, 2013, Physical review letters.

Energetic costs of cellular computation

David J Schwab, Pankaj Mehta, D. Schwab, 2012, Proceedings of the National Academy of Sciences.

Fast Bayesian Feature Selection for High Dimensional Linear Regression in Genomics via the Ising Approximation pdf

Charles K. Fisher, Pankaj Mehta, Pankaj Mehta, 2014, ArXiv.

An exact mapping between the Variational Renormalization Group and Deep Learning pdf

David J. Schwab, Pankaj Mehta, D. Schwab, 2014, ArXiv.

Information processing and signal integration in bacterial quorum sensing

Ned S Wingreen, Pankaj Mehta, Sidhartha Goyal, 2009, Molecular systems biology.

Available energy fluxes drive a transition in the diversity, stability, and functional structure of microbial communities

Pankaj Mehta, Robert Marsland, Joshua Goldford, 2018, bioRxiv.

Image classification using NPR and comparison of classification results

Ankur Singh Bist, Ashish Bajpai, Purushottam Das, 2016, 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom).

Modeling oscillations and spiral waves in Dictyostelium populations.

Thomas Gregor, David J Schwab, Pankaj Mehta, 2014, Physical review. E, Statistical, nonlinear, and soft matter physics.

Bayesian feature selection for high-dimensional linear regression via the Ising approximation with applications to genomics

Charles K. Fisher, Pankaj Mehta, Pankaj Mehta, 2015, Bioinform..

Identifying feasible operating regimes for early T-cell recognition: The speed, energy, accuracy trade-off in kinetic proofreading and adaptive sorting

Pankaj Mehta, Wenping Cui, Pankaj Mehta, 2018, PloS one.

What Can Reinforcement Learning Teach Us About Non-Equilibrium Quantum Dynamics

Pankaj Mehta, Marin Bukov, Dries Sels, 2017 .

A high-bias, low-variance introduction to Machine Learning for physicists

David J. Schwab, Charles K. Fisher, Pankaj Mehta, 2018, Physics reports.

Statistical physics of community ecology: a cavity solution to MacArthur’s consumer resource model

Guy Bunin, Pankaj Mehta, Madhu Advani, 2018, Journal of statistical mechanics.

An Efficient Approach for Mobile Agent Security

Pankaj Mehta, Divya Bisht, Nripesh Kumar, 2014 .

Engineering cellular computations through biophysical design

Caleb J. Bashor, Pankaj Mehta, Ching-Hao Wang, 2018 .

Measurement of the copy number of the master quorum-sensing regulator of a bacterial cell.

Ned S Wingreen, Pankaj Mehta, Shu-Wen Teng, 2010, Biophysical journal.

Quantifying the Integration of Quorum-Sensing Signals with Single-Cell Resolution

Ned S Wingreen, Pankaj Mehta, Tao Long, 2009, PLoS biology.

Identifying Keystone Species in the Human Gut Microbiome from Metagenomic Timeseries Using Sparse Linear Regression

Charles K. Fisher, Pankaj Mehta, Pankaj Mehta, 2014, PloS one.

Intrinsic Noise of microRNA-Regulated Genes and the ceRNA Hypothesis

Pankaj Mehta, Alex H. Lang, Javad Noorbakhsh, 2012, PloS one.

Dynamical quorum-sensing in oscillators coupled through an external medium.

David J Schwab, Pankaj Mehta, D. Schwab, 2012, Physica D. Nonlinear phenomena.

From intracellular signaling to population oscillations: bridging size- and time-scales in collective behavior

David J Schwab, Pankaj Mehta, Thomas Gregor, 2015, Molecular systems biology.

Active regulation of receptor ratios controls integration of quorum-sensing signals in Vibrio harveyi

Ned S Wingreen, Pankaj Mehta, Shu-Wen Teng, 2011, Molecular systems biology.