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Accelerated materials design using batch Bayesian optimization: A case study for solving the inverse problem from materials microstructure to process specification

Pejman Honarmandi, Vahid Attari, Raymundo Arróyave

2022Computational Materials Science40 citationsDOI

Topics & Concepts

MicrostructureProcess (computing)Computer scienceInverseInverse problemBayesian optimizationMathematical optimizationBayesian probabilityAlgorithmMathematicsMaterials scienceArtificial intelligenceGeometryMetallurgyOperating systemMathematical analysisMachine Learning in Materials ScienceAdvanced Multi-Objective Optimization AlgorithmsCrystallization and Solubility Studies
Accelerated materials design using batch Bayesian optimization: A case study for solving the inverse problem from materials microstructure to process specification | Litcius