An overview on uncertainty quantification and probabilistic learning on manifolds in multiscale mechanics of materials

DOI10.2140/memocs.2023.11.87OpenAlexW4387867599MaRDI QIDQ6082648

Christian Soize

Publication date: 30 November 2023

Published in: Mathematics and Mechanics of Complex Systems (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.2140/memocs.2023.11.87

zbMATH Keywords

stochastic homogenizationprobabilistic learninguncertainty quantificationheterogeneous materialmultiscale mechanics

Mathematics Subject Classification ID

Random fields (60G60) Random fields; image analysis (62M40) Applications of Markov chains and discrete-time Markov processes on general state spaces (social mobility, learning theory, industrial processes, etc.) (60J20) Homogenization in equilibrium problems of solid mechanics (74Q05)

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