Tran, Anh; Lim, Hojun An asynchronous parallel high-throughput model calibration framework for crystal plasticity finite element constitutive models. (English) Zbl 07719583 Comput. Mech. 72, No. 3, 485-498 (2023); correction ibid. 72, No. 3, 613 (2023). MSC: 74-XX PDFBibTeX XMLCite \textit{A. Tran} and \textit{H. Lim}, Comput. Mech. 72, No. 3, 485--498 (2023; Zbl 07719583) Full Text: DOI arXiv
De, Subhayan; Reynolds, Matthew; Hassanaly, Malik; King, Ryan N.; Doostan, Alireza Bi-fidelity modeling of uncertain and partially unknown systems using DeepONets. (English) Zbl 1521.74407 Comput. Mech. 71, No. 6, 1251-1267 (2023). MSC: 74S99 74F05 70-08 76M10 68T07 PDFBibTeX XMLCite \textit{S. De} et al., Comput. Mech. 71, No. 6, 1251--1267 (2023; Zbl 1521.74407) Full Text: DOI arXiv
Ezvan, O.; Soize, C.; Desceliers, C.; Ghanem, R. Updating an uncertain and expensive computational model in structural dynamics based on one single target FRF using a probabilistic learning tool. (English) Zbl 1519.74079 Comput. Mech. 71, No. 6, 1161-1177 (2023). MSC: 74S99 74S60 74H45 68T05 PDFBibTeX XMLCite \textit{O. Ezvan} et al., Comput. Mech. 71, No. 6, 1161--1177 (2023; Zbl 1519.74079) Full Text: DOI
Tan, Jingye; Maleki, Pedram; An, Lu; Di Luigi, Massimigliano; Villa, Umberto; Zhou, Chi; Ren, Shenqiang; Faghihi, Danial A predictive multiphase model of silica aerogels for building envelope insulations. (English) Zbl 1494.74017 Comput. Mech. 69, No. 6, 1457-1479 (2022). MSC: 74F10 74E30 74S60 74S05 74-10 62N05 PDFBibTeX XMLCite \textit{J. Tan} et al., Comput. Mech. 69, No. 6, 1457--1479 (2022; Zbl 1494.74017) Full Text: DOI arXiv
Newberry, Felix; Hampton, Jerrad; Jansen, Kenneth; Doostan, Alireza Bi-fidelity reduced polynomial chaos expansion for uncertainty quantification. (English) Zbl 07492677 Comput. Mech. 69, No. 2, 405-424 (2022). MSC: 74-XX PDFBibTeX XMLCite \textit{F. Newberry} et al., Comput. Mech. 69, No. 2, 405--424 (2022; Zbl 07492677) Full Text: DOI arXiv
Gorodetsky, A. A.; Jakeman, J. D.; Geraci, G. MFNets: data efficient all-at-once learning of multifidelity surrogates as directed networks of information sources. (English) Zbl 1481.94067 Comput. Mech. 68, No. 4, 741-758 (2021). MSC: 94A15 68T05 05C82 05C20 PDFBibTeX XMLCite \textit{A. A. Gorodetsky} et al., Comput. Mech. 68, No. 4, 741--758 (2021; Zbl 1481.94067) Full Text: DOI arXiv
De, Subhayan; Maute, Kurt; Doostan, Alireza Bi-fidelity stochastic gradient descent for structural optimization under uncertainty. (English) Zbl 1465.74137 Comput. Mech. 66, No. 4, 745-771 (2020). MSC: 74P15 74S60 65N12 PDFBibTeX XMLCite \textit{S. De} et al., Comput. Mech. 66, No. 4, 745--771 (2020; Zbl 1465.74137) Full Text: DOI arXiv
Nachar, Stéphane; Boucard, Pierre-Alain; Néron, David; Bordeu, Felipe Coupling multi-fidelity Kriging and model-order reduction for the construction of virtual charts. (English) Zbl 1468.74088 Comput. Mech. 64, No. 6, 1685-1697 (2019). MSC: 74S99 74C10 PDFBibTeX XMLCite \textit{S. Nachar} et al., Comput. Mech. 64, No. 6, 1685--1697 (2019; Zbl 1468.74088) Full Text: DOI HAL
Yang, Yibo; Perdikaris, Paris Conditional deep surrogate models for stochastic, high-dimensional, and multi-fidelity systems. (English) Zbl 1471.74074 Comput. Mech. 64, No. 2, 417-434 (2019). MSC: 74S60 74H99 68T05 PDFBibTeX XMLCite \textit{Y. Yang} and \textit{P. Perdikaris}, Comput. Mech. 64, No. 2, 417--434 (2019; Zbl 1471.74074) Full Text: DOI arXiv
Hu, Zhen; Mahadevan, Sankaran; Ao, Dan Uncertainty aggregation and reduction in structure-material performance prediction. (English) Zbl 1459.74186 Comput. Mech. 61, No. 1-2, 237-257 (2018). MSC: 74S60 74S05 74R99 62N05 PDFBibTeX XMLCite \textit{Z. Hu} et al., Comput. Mech. 61, No. 1--2, 237--257 (2018; Zbl 1459.74186) Full Text: DOI
Ezvan, O.; Batou, A.; Soize, Christian; Gagliardini, L. Multilevel model reduction for uncertainty quantification in computational structural dynamics. (English) Zbl 1398.74327 Comput. Mech. 59, No. 2, 219-246 (2017). MSC: 74S05 74H45 74H15 74S30 65N30 PDFBibTeX XMLCite \textit{O. Ezvan} et al., Comput. Mech. 59, No. 2, 219--246 (2017; Zbl 1398.74327) Full Text: DOI Link
Farrell, Kathryn; Oden, J. Tinsley Calibration and validation of coarse-grained models of atomic systems: application to semiconductor manufacturing. (English) Zbl 1398.74487 Comput. Mech. 54, No. 1, 3-19 (2014). MSC: 74S60 74E35 82D37 PDFBibTeX XMLCite \textit{K. Farrell} and \textit{J. T. Oden}, Comput. Mech. 54, No. 1, 3--19 (2014; Zbl 1398.74487) Full Text: DOI
To, Albert C.; Liu, Wing Kam; Olson, Gregory B.; Belytschko, Ted; Chen, Wei; Shephard, Mark S.; Chung, Yip-Wah; Ghanem, Roger; Voorhees, Peter W.; Seidman, David N.; Wolverton, Chris; Chen, J. S.; Moran, Brian; Freeman, Arthur J.; Tian, Rong; Luo, Xiaojuan; Lautenschlager, Eric; Challoner, A. Dorian Materials integrity in microsystems: a framework for a petascale predictive-science-based multiscale modeling and simulation system. (English) Zbl 1421.74084 Comput. Mech. 42, No. 4, 485-510 (2008). MSC: 74M25 74S99 74-02 PDFBibTeX XMLCite \textit{A. C. To} et al., Comput. Mech. 42, No. 4, 485--510 (2008; Zbl 1421.74084) Full Text: DOI