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Stephen Whitelam

Lawrence Berkeley National Laboratory

32H-index
151Paper Count
6.3KCitation Count
Published Papers 44
Publication Date
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Nonlinear thermodynamic computing out of equilibrium
errNature Communications
IF15.7
err2026-01-10
err0
errOAAI
errStephen Whitelam; Corneel Casert
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Towards AI-driven autonomous growth of 2D materials based on a graphene case study
errCOMMUNICATIONS PHYSICS
IF5.8
err2025-04-25
err0
errOAAI
errSabattini, Leonardo; Coriolano, Annalisa; Casert, Corneel; Forti, Stiven; Barnard, Edward S.; Beltram, Fabio; Pontil, Massimiliano; Whitelam, Stephen; Coletti, Camilla; Rossi, Antonio
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Competing addition processes give distinct growth regimes in the assembly of 1D filaments
errBIOPHYSICAL JOURNAL
IF3.1
err2025-01-01
err0
PREAI
errAkram, Sk Ashif; Brown, Tyler; Whitelam, Stephen; Meisl, Georg; Knowles, Tuomas P. J.; Schmit, Jeremy D.
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errSave
Using the Metropolis algorithm to explore the loss surface of a recurrent neural network
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2024-12-16
err0
PREAI
errCasert, Corneel; Whitelam, Stephen
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errSave
Learning protocols for the fast and efficient control of active matter
errNATURE COMMUNICATIONS
IF15.7
err2024-10-23
err0
errOAAI
errCasert, Corneel; Whitelam, Stephen
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errSave
Learning stochastic dynamics and predicting emergent behavior using transformers
errNATURE COMMUNICATIONS
IF15.7
err2024-02-29
err1
errOAAI
errCasert, Corneel; Tamblyn, Isaac; Whitelam, Stephen
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errSave
On the origin of cooperativity effects in the formation of self-assembled molecular networks at the liquid/solid interface
errCHEMICAL SCIENCE
IF7.4
err2024-01-01
err1
errOAAI
errRinkovec, Tamara; Kalebic, Demian; Dehaen, Wim; Whitelam, Stephen; Harvey, Jeremy N.; De Feyter, Steven
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Remembering the Work of Phillip L. Geissler: A Coda to His Scientific Trajectory
errANNUAL REVIEW OF PHYSICAL CHEMISTRY
IF11.7
err2023-04-24
err0
errOAAI
errBowman, Gregory R.; Cox, Stephen J.; Dellago, Christoph; Dubay, Kateri H.; Eaves, Joel D.; Fletcher, Daniel A.; Frechette, Layne B.; Grunwald, Michael; Klymko, Katherine; Ku, JiYeon; Omar, Ahmad K.; Rabani, Eran; Reichman, David R.; Rogers, Julia R.; Rosnik, Andreana M.; Rotskoff, Grant M.; Schneider, Anna R.; Schwierz, Nadine; Sivak, David A.; Vaikuntanathan, Suriyanarayanan; Whitelam, Stephen; Widmer-Cooper, Asaph
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errSave
Demon in the Machine: Learning to Extract Work and Absorb Entropy from Fluctuating Nanosystems
errPHYSICAL REVIEW X
IF15.7
err2023-04-10
err8
errOAAI
errWhitelam, Stephen
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errSave
Training neural networks using Metropolis Monte Carlo and an adaptive variant
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2022-12-19
err5
errOAAI
errWhitelam, Stephen; Selin, Viktor; Benlolo, Ian; Casert, Corneel; Tamblyn, Isaac
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errSave
Dynamics of Polymer Nanocapsule Buckling and Collapse Revealed by In Situ Liquid-Phase TEM
errLANGMUIR
IF3.9
err2022-05-27
err7
errOAAI
errAlam, Sardar B.; Soligno, Giuseppe; Yang, Jiwoong; Bustillo, Karen C.; Ercius, Peter; Zheng, Haimei; Whitelam, Stephen; Chan, Emory M.
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errSave
Correspondence between neuroevolution and gradient descent
errNATURE COMMUNICATIONS
IF15.7
err2021-11-02
err10
errOAAI
errWhitelam, Stephen; Selin, Viktor; Park, Sang-Won; Tamblyn, Isaac
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errSave
Deposition control of model glasses with surface-mediated orientational order
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2021-09-29
err1
errOAAI
errWhitelam, Stephen; Harrowell, Peter
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errSave
Hysteresis curves reveal the microscopic origin of cooperative CO2 adsorption in diamine-appended metal-organic frameworks
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2021-06-01
err1
errOAAI
errEdison, John R.; Siegelman, Rebecca L.; Preisler, Zdenek; Kundu, Joyjit; Long, Jeffrey R.; Whitelam, Stephen
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Insights into the Structure and Energy of DNA Nanoassemblies
errMOLECULES
IF4.6
err2020-11-24
err6
errOAAI
errJaekel, Andreas; Lill, Pascal; Whitelam, Stephen; Sacca, Barbara
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errSave
Evolutionary reinforcement learning of dynamical large deviations
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2020-07-27
err23
errOAAI
errWhitelam, Stephen; Jacobson, Daniel; Tamblyn, Isaac
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errSave
Long-Range Exciton Diffusion in Two-Dimensional Assemblies of Cesium Lead Bromide Perovskite Nanocrystals
errACS NANO
IF16
err2020-05-27
err63
errOAAI
errPenzo, Erika; Loiudice, Anna; Barnard, Edward S.; Borys, Nicholas J.; Jurow, Matthew J.; Lorenzon, Monica; Rajzbaum, Igor; Wong, Edward K.; Liu, Yi; Schwartzberg, Adam M.; Cabrini, Stefano; Whitelam, Stephen; Buonsanti, Raffaella; Weber-Bargioni, Alexander
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Growth of a highly ordered inhomogeneous kinetically trapped molecular monolayer
errPHYSICAL REVIEW B
IF3.7
err2019-12-12
err2
PREAI
errRangan, Sylvie; Kim, Peter; Ruggieri, Charles; Whitelam, Stephen; Bartynski, Robert A.
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Ordering, flexibility and frustration in arrays of porphyrin nanorings
errNATURE COMMUNICATIONS
IF15.7
err2019-07-03
err18
errOAAI
errSummerfield, Alex; Baldoni, Matteo; Kondratuk, Dmitry V.; Anderson, Harry L.; Whitelam, Stephen; Garrahan, Juan P.; Besley, Elena; Beton, Peter H.
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errSave
Unconstrained peptoid tetramer exhibits a predominant conformation in aqueous solution
errBIOPOLYMERS
IF3.2
err2019-03-05
err6
PREAI
errRoe, Leah T.; Pelton, Jeffrey G.; Edison, John R.; Butterfoss, Glenn L.; Tresca, Blakely W.; LaFaye, Bridgette A.; Whitelam, Stephen; Wemmer, David E.; Zuckermann, Ronald N.
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Research Directions

No research directions
Co-authors
Cooperation Journals
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Carolyn R. Bertozzi
H-index: 140 · Papers: 942
A
Ali Javey
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B
Berend Smit
H-index: 121 · Papers: 794
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