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Leandro Carreira

affiliation not provided to SSRN

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Smart Sampling for Optimized Materials: A Gaussian Process Framework for Region-of-Interest Active Learning

Number of pages: 26 Posted: 25 Nov 2025
Leandro Carreira, Alain Esteve, Matthieu Jonckheere and Carole Rossi
affiliation not provided to SSRN, Laboratoire d'analyse et architecture des systèmes (LAAS-CNRS), affiliation not provided to SSRN and Laboratoire d'analyse et architecture des systèmes (LAAS-CNRS)
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Abstract:

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Gaussian Process, Active learning, Inverse design, Reactive materials, Acquisition function, Expected Mahalanobis