Nonlinear response modelling of material systems using constrained Gaussian processes

DOI10.1002/nme.7486zbMath1546.74084MaRDI QIDQ6592364

Souvik Chakraborty, Sumudu Herath

Publication date: 26 August 2024

Published in: International Journal for Numerical Methods in Engineering (Search for Journal in Brave)

zbMATH Keywords

constitutive lawuncertainty quantificationstatistical learningdata-efficient modellingmodel extrapolation

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Theory of constitutive functions in solid mechanics (74A20) Stochastic and other probabilistic methods applied to problems in solid mechanics (74S60)

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