Metamodeling of constitutive model using Gaussian process machine learning
Author:
Funder
National Science Foundation
Publisher
Elsevier BV
Subject
Mechanical Engineering,Mechanics of Materials,Condensed Matter Physics
Reference33 articles.
1. Hydrogels in a historical perspective: From simple networks to smart materials;Buwalda;J. Control. Release,2014
2. A limited memory algorithm for bound constrained optimization;Byrd;SIAM J. Sci. Comput.,1995
3. On the use of machine learning techniques for the mechanical characterization of soft biological tissues;Cilla;Int. J. Numer. Methods Biomed. Eng.,2018
4. A methodology for the statistical calibration of complex constitutive material models: Application to temperature-dependent elasto-visco-plastic materials;de Pablos;Materials,2020
5. Latin hypercube sampling with multidimensional uniformity;Deutsch;J. Statist. Plann. Inference,2012
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