Sebastien Hamel

7PUBLICATIONS
70CO-AUTHORS
Semi- and unsupervised learningTerahertz physicsRadiation and matterChemical thermodynamics and energeticsCondensed matter modelling and density functional theory
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Publications (7)

|Apr 29, 2025
Model-free estimation of completeness, uncertainties, and outliers in atomistic machine learning using information theory.

Daniel Schwalbe-Koda, Sebastien Hamel, Babak Sadigh

|Aug 28, 2024
Accuracy, transferability, and computational efficiency of interatomic potentials for simulations of carbon under extreme conditions.

Jonathan T Willman, Joseph M Gonzalez, Kien Nguyen-Cong

|Aug 25, 2023
Chemical evolution in nitrogen shocked beyond the molecular stability limit.

Rebecca K Lindsey, Sorin Bastea, Yanjun Lyu

|Feb 27, 2023
Thermodynamics of diamond formation from hydrocarbon mixtures in planets.

Bingqing Cheng, Sebastien Hamel, Mandy Bethkenhagen

|Aug 10, 2022
Thermodynamics of high-pressure ice phases explored with atomistic simulations.

Aleks Reinhardt, Mandy Bethkenhagen, Federica Coppari

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