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A strategy to train machine learning material models for finite element simulations on data acquirable from physical experiments

, , , , , , , , , and . Computer methods in applied mechanics and engineering, (2023)
DOI: 10.1016/j.cma.2023.115894

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Significance of Locality and Selection Pressure in the Grand Deluge Evolutionary Algorithm., and . PPSN, volume 1141 of Lecture Notes in Computer Science, page 686-695. Springer, (1996)Problem-Independent Handling of Constraints by Use of Metric Penalty Functions., and . Evolutionary Programming, page 289-294. MIT Press, (1996)Zelluläre evolutionäre Algorithmen zur Parameteroptimierung.. Informatik in den Biowissenschaften, page 111-120. Springer, (1993)Variable-Dimensional Optimization with Evolutionary Algorithms Using Fixed-Length Representations., and . Evolutionary Programming, volume 1447 of Lecture Notes in Computer Science, page 261-269. Springer, (1998)Application of Parallel Mixed-Integer Evolution Strategies with Mutation Rate Pooling., and . Evolutionary Programming, page 345-354. MIT Press, (1996)Ein einheitliches Modell für Populationsstrukturen in Evolutionären Algorithmen.. Technical University of Dortmund, Germany, (1999)Model identification and parameter estimation of ARMA models by means of evolutionary algorithms., , and . CIFEr, page 237-243. IEEE, (1997)Evolutionäre Algorithmen auf Transputerfarmen zur Lösung schwieriger Optimierungsprobleme., and . Transputer-Anwender-Treffen, page 164-171. Springer, (1992)A strategy to train machine learning material models for finite element simulations on data acquirable from physical experiments, , , , , , , , , and . Computer methods in applied mechanics and engineering, (2023)