Sébastien Hamel

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My research interests include using large-scale parallel Monte-Carlo, classical and quantum molecular dynamics computations and deep learning algorithms to address issues in planetary science, in inertial confinement fusion and in projects centered on the structural, optical and transport properties of nanostructures and molecular crystals.

Research Interests

Papers共 156 篇Author StatisticsCo-AuthorSimilar Experts

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Interpretable, Extensible Linear and Symbolic Regression Models for Charge Density Prediction Using a Hierarchy of Many-Body Correlation Descriptors

Gopal R. Iyer,Shashikant Kumar,Edgar Josue Landinez Borda,Babak Sadigh,Sebastien Hamel,Vasily Bulatov,Vincenzo Lordi,Amit Samanta

COMPUTATIONAL MATERIALS SCIENCE（2025）

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Roadmap for Warm Dense Matter Physics

Jan Vorberger, Frank Graziani,David Riley, Andrew D. Baczewski,Isabelle Baraffe,Mandy Bethkenhagen, Simon Blouin, Maximilian P. Böhme, Michael Bonitz, Michael Bussmann, Alexis Casner, Witold Cayzac,Peter Celliers,Gilles Chabrier,Nicolas Chamel, Dave Chapman,Mohan Chen,Jean Clérouin,Gilbert Collins, Federica Coppari, Tilo Döppner,Tobias Dornheim, Luke B. Fletcher, Dirk O. Gericke,Siegfried Glenzer, Alexander F. Goncharov,Gianluca Gregori,Sebastien Hamel,Stephanie B. Hansen, Nicholas J. Hartley,Suxing Hu, Omar A. Hurricane,Valentin V. Karasiev,Joshua J. Kas,Brendan Kettle,Thomas Kluge,Marcus D. Knudson,Alina Kononov, Zuzana Konôpkov á, Dominik Kraus,Andrea Kritcher, Sophia Malko,Gérard Massacrier,Burkhard Militzer,Zhandos A. Moldabekov,Michael S. Murillo,Bob Nagler,Nadine Nettelmann, Paul Neumayer,Benjamin K. Ofori-Okai, Ivan I. Oleynik,Martin Preising,Aurora Pribram-Jones, Tlekkabul Ramazanov, Alessandra Ravasio,Ronald Redmer, Baerbel Rethfeld, Alex P. L. Robinson,Gerd Röpke,François Soubiran, Charles E. Starrett, Gerd Steinle-Neumann, Phillip A. Sterne,Shigenori Tanaka, Aidan P. Thompson, Samuel B. Trickey, Tommaso Vinci, Sam M. Vinko, Lei Wang,Alexander J. White, Thomas G. White,Ulf Zastrau,Eva Zurek,Panagiotis Tolias

arxiv（2025）

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The Transformative Capability of Quantum-Accurate Machine Learning Interatomic Potentials

Alfredo A. Correa,Sebastien Hamel

arxiv（2025）

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Model-free Estimation of Completeness, Uncertainties, and Outliers in Atomistic Machine Learning Using Information Theory

Daniel Schwalbe-Koda,Sebastien Hamel,Babak Sadigh,Fei Zhou,Vincenzo Lordi

Nature communicationsno. 1 (2025): 4014-4014

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Molecular Dynamics Simulations of Supercritical Carbon Dioxide and Water Using TraPPE and SWM4-NDP Force Fields

Austen Bernardi, Jalen Macatangay,Sebastien Hamel,Thomas Moore, Andrew Wong

JOURNAL OF PHYSICAL CHEMISTRY Bno. 3 (2025): 942-951

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ChIMES Carbon 2.0: A Transferable Machine-Learned Interatomic Model Harnessing Multifidelity Training Data

Rebecca K. Lindsey,Sorin Bastea,Sebastien Hamel,Yanjun Lyu,Nir Goldman,Vincenzo Lordi

NPJ COMPUTATIONAL MATERIALSno. 1 (2025)

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Time-Resolved X-ray Emission Spectroscopy and Resonant Inelastic X-ray Scattering Spectroscopy of Laser Irradiated Carbon

The Journal of Physical Chemistry Bno. 26 (2024): 6422-6433

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Phase Retrieval for Refraction-Enhanced X-Ray Radiography Using a Deep Neural Network

S. Jiang,O. L. Landen,H. D. Whitley,S. Hamel,R. A. London,P. Sterne,S. B. Hansen,S. X. Hu,G. W. Collins,Y. Ping

Physics of Plasmasno. 9 (2024)

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Measurements of K-edge and L-edge Extended X-Ray Absorption Fine Structure at the National Ignition Facility (Invited)

H. Sio,A. Krygier,S. Stoupin,R. E. Rudd,S. A. Bonev,D. G. Braun,F. Coppari,A. L. Coleman,N. Bhandarkar,M. Bitter,D. K. Bradley, J. Buscho, J. Corbin,M. Dozieres,P. C. Efthimion,J. H. Eggert,L. Gao,K. W. Hill,S. Hamel,W. Hsing,B. Kozioziemski,B. F. Kraus,O. L. Landen, K. Le Galloudec,T. E. Lockard,A. Mackinnon,M. May,J. M. Mcnaney,N. Ose,N. Pablant,H. -s. Park, J. Riddles, M. Sharma,M. B. Schneider,C. Stan,N. Thompson,D. B. Thorn,S. Vonhof,Y. Ping

REVIEW OF SCIENTIFIC INSTRUMENTSno. 10 (2024)

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Response of Fs-Laser-irradiated Diamond by Ultrafast Electron Diffraction

Franky Bernal,Erika J. Riffe,Shane W. Devlin,Sebastien Hamel,Rebecca K. Lindsey,Alexander H. Reid,Mianzhen Mo,Duan Luo,Patrick Kramer,Xiaozhe Shen,Athavan Nadarajah,Alastair Stacey,Steven Prawer,Heather D. Whitley,Craig P. Schwartz,Richard J. Saykally

JOURNAL OF PHYSICAL CHEMISTRY Cno. 43 (2024): 18651-18657

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Papers共 156 篇Author StatisticsCo-AuthorSimilar Experts