Dessena, Gabriele; Ignatyev, Dmitry I.; Whidborne, James F.; Fragonara, Luca Zanotti A global-local meta-modelling technique for model updating. (English) Zbl 07822157 Comput. Methods Appl. Mech. Eng. 418, Part A, Article ID 116511, 21 p. (2024). MSC: 65-XX 74-XX PDFBibTeX XMLCite \textit{G. Dessena} et al., Comput. Methods Appl. Mech. Eng. 418, Part A, Article ID 116511, 21 p. (2024; Zbl 07822157) Full Text: DOI
Bouwer, Johann; Wilke, Daniel N.; Kok, Schalk A novel and fully automated coordinate system transformation scheme for near optimal surrogate construction. (English) Zbl 07796671 Comput. Methods Appl. Mech. Eng. 419, Article ID 116648, 21 p. (2024). MSC: 76-XX 68-XX PDFBibTeX XMLCite \textit{J. Bouwer} et al., Comput. Methods Appl. Mech. Eng. 419, Article ID 116648, 21 p. (2024; Zbl 07796671) Full Text: DOI
Chasapi, Margarita; Antolin, Pablo; Buffa, Annalisa A localized reduced basis approach for unfitted domain methods on parameterized geometries. (English) Zbl 07737575 Comput. Methods Appl. Mech. Eng. 410, Article ID 115997, 29 p. (2023). MSC: 65-XX 74-XX PDFBibTeX XMLCite \textit{M. Chasapi} et al., Comput. Methods Appl. Mech. Eng. 410, Article ID 115997, 29 p. (2023; Zbl 07737575) Full Text: DOI arXiv
Yamanaka, Yosuke; Matsubara, Seishiro; Hirayama, Norio; Moriguchi, Shuji; Terada, Kenjiro Surrogate modeling for the homogenization of elastoplastic composites based on RBF interpolation. (English) Zbl 07736361 Comput. Methods Appl. Mech. Eng. 415, Article ID 116282, 35 p. (2023). MSC: 74-XX 82-XX PDFBibTeX XMLCite \textit{Y. Yamanaka} et al., Comput. Methods Appl. Mech. Eng. 415, Article ID 116282, 35 p. (2023; Zbl 07736361) Full Text: DOI
Lämmle, Sven; Bogoclu, Can; Cremanns, Kevin; Roos, Dirk Gradient and uncertainty enhanced sequential sampling for global fit. (English) Zbl 07736339 Comput. Methods Appl. Mech. Eng. 415, Article ID 116226, 23 p. (2023). MSC: 68-XX 62-XX PDFBibTeX XMLCite \textit{S. Lämmle} et al., Comput. Methods Appl. Mech. Eng. 415, Article ID 116226, 23 p. (2023; Zbl 07736339) Full Text: DOI
Kučerová, Anna; Sýkora, Jan; Havlásek, Petr; Jarušková, Daniela; Jirásek, Milan Efficient probabilistic multi-fidelity calibration of a damage-plastic model for confined concrete. (English) Zbl 07692991 Comput. Methods Appl. Mech. Eng. 412, Article ID 116099, 38 p. (2023). MSC: 74-XX 92-XX PDFBibTeX XMLCite \textit{A. Kučerová} et al., Comput. Methods Appl. Mech. Eng. 412, Article ID 116099, 38 p. (2023; Zbl 07692991) Full Text: DOI
Venturi, Simone; Casey, Tiernan SVD perspectives for augmenting DeepONet flexibility and interpretability. (English) Zbl 07644181 Comput. Methods Appl. Mech. Eng. 403, Part A, Article ID 115718, 27 p. (2023). MSC: 68-XX 92-XX PDFBibTeX XMLCite \textit{S. Venturi} and \textit{T. Casey}, Comput. Methods Appl. Mech. Eng. 403, Part A, Article ID 115718, 27 p. (2023; Zbl 07644181) Full Text: DOI arXiv
Li, Liangliang; Li, Yunzhu; Du, Qiuwan; Liu, Tianyuan; Xie, Yonghui ReF-nets: physics-informed neural network for Reynolds equation of gas bearing. (English) Zbl 1507.76184 Comput. Methods Appl. Mech. Eng. 391, Article ID 114524, 26 p. (2022). MSC: 76N15 76-10 PDFBibTeX XMLCite \textit{L. Li} et al., Comput. Methods Appl. Mech. Eng. 391, Article ID 114524, 26 p. (2022; Zbl 1507.76184) Full Text: DOI
Sarna, Neeraj; Benner, Peter Data-driven model order reduction for problems with parameter-dependent jump-discontinuities. (English) Zbl 1507.65210 Comput. Methods Appl. Mech. Eng. 387, Article ID 114168, 30 p. (2021). MSC: 65M99 60G15 62J02 PDFBibTeX XMLCite \textit{N. Sarna} and \textit{P. Benner}, Comput. Methods Appl. Mech. Eng. 387, Article ID 114168, 30 p. (2021; Zbl 1507.65210) Full Text: DOI arXiv
Novák, Lukáš; Vořechovský, Miroslav; Sadílek, Václav; Shields, Michael D. Variance-based adaptive sequential sampling for polynomial chaos expansion. (English) Zbl 1507.65015 Comput. Methods Appl. Mech. Eng. 386, Article ID 114105, 25 p. (2021). MSC: 65C05 60G07 62J05 62K05 62L05 PDFBibTeX XMLCite \textit{L. Novák} et al., Comput. Methods Appl. Mech. Eng. 386, Article ID 114105, 25 p. (2021; Zbl 1507.65015) Full Text: DOI
Kohar, Christopher P.; Greve, Lars; Eller, Tom K.; Connolly, Daniel S.; Inal, Kaan A machine learning framework for accelerating the design process using CAE simulations: an application to finite element analysis in structural crashworthiness. (English) Zbl 1502.65206 Comput. Methods Appl. Mech. Eng. 385, Article ID 114008, 37 p. (2021). MSC: 65N30 68T07 68U07 PDFBibTeX XMLCite \textit{C. P. Kohar} et al., Comput. Methods Appl. Mech. Eng. 385, Article ID 114008, 37 p. (2021; Zbl 1502.65206) Full Text: DOI
Gajek, Sebastian; Schneider, Matti; Böhlke, Thomas An FE-DMN method for the multiscale analysis of short fiber reinforced plastic components. (English) Zbl 1506.74089 Comput. Methods Appl. Mech. Eng. 384, Article ID 113952, 30 p. (2021). MSC: 74E30 74S05 65N30 PDFBibTeX XMLCite \textit{S. Gajek} et al., Comput. Methods Appl. Mech. Eng. 384, Article ID 113952, 30 p. (2021; Zbl 1506.74089) Full Text: DOI arXiv
Lykkegaard, Mikkel B.; Dodwell, Tim J.; Moxey, David Accelerating uncertainty quantification of groundwater flow modelling using a deep neural network proxy. (English) Zbl 1506.76170 Comput. Methods Appl. Mech. Eng. 383, Article ID 113895, 25 p. (2021). MSC: 76S05 65C20 68T07 PDFBibTeX XMLCite \textit{M. B. Lykkegaard} et al., Comput. Methods Appl. Mech. Eng. 383, Article ID 113895, 25 p. (2021; Zbl 1506.76170) Full Text: DOI arXiv
Wang, Yutian; Hao, Peng; Yang, Hao; Wang, Bo; Gao, Qiang A confidence-based reliability optimization with single loop strategy and second-order reliability method. (English) Zbl 1506.74252 Comput. Methods Appl. Mech. Eng. 372, Article ID 113436, 21 p. (2020). MSC: 74P05 74S60 PDFBibTeX XMLCite \textit{Y. Wang} et al., Comput. Methods Appl. Mech. Eng. 372, Article ID 113436, 21 p. (2020; Zbl 1506.74252) Full Text: DOI
Tarakanov, Alexadner; Elsheikh, Ahmed H. Optimal Bayesian experimental design for subsurface flow problems. (English) Zbl 1506.62354 Comput. Methods Appl. Mech. Eng. 370, Article ID 113208, 21 p. (2020). MSC: 62K05 62F15 65C20 PDFBibTeX XMLCite \textit{A. Tarakanov} and \textit{A. H. Elsheikh}, Comput. Methods Appl. Mech. Eng. 370, Article ID 113208, 21 p. (2020; Zbl 1506.62354) Full Text: DOI arXiv
Chatterjee, Tanmoy; Adhikari, Sondipon; Friswell, Michael I. Uncertainty propagation in dynamic sub-structuring by model reduction integrated domain decomposition. (English) Zbl 1442.74251 Comput. Methods Appl. Mech. Eng. 366, Article ID 113060, 22 p. (2020). MSC: 74S60 65N55 PDFBibTeX XMLCite \textit{T. Chatterjee} et al., Comput. Methods Appl. Mech. Eng. 366, Article ID 113060, 22 p. (2020; Zbl 1442.74251) Full Text: DOI Link
Sankaran, Sethuraman; Lesage, David; Tombropoulos, Rhea; Xiao, Nan; Kim, Hyun Jin; Spain, David; Schaap, Michiel; Taylor, Charles A. Physics driven real-time blood flow simulations. (English) Zbl 1442.76165 Comput. Methods Appl. Mech. Eng. 364, Article ID 112963, 17 p. (2020). MSC: 76Z05 92C35 PDFBibTeX XMLCite \textit{S. Sankaran} et al., Comput. Methods Appl. Mech. Eng. 364, Article ID 112963, 17 p. (2020; Zbl 1442.76165) Full Text: DOI
Zhou, Yicheng; Lu, Zhenzhou; Hu, Jinghan; Hu, Yingshi Surrogate modeling of high-dimensional problems via data-driven polynomial chaos expansions and sparse partial least square. (English) Zbl 1442.65437 Comput. Methods Appl. Mech. Eng. 364, Article ID 112906, 25 p. (2020). MSC: 65N75 35R60 60G60 62G08 62J05 60-08 PDFBibTeX XMLCite \textit{Y. Zhou} et al., Comput. Methods Appl. Mech. Eng. 364, Article ID 112906, 25 p. (2020; Zbl 1442.65437) Full Text: DOI
Levrero-Florencio, F.; Margara, F.; Zacur, E.; Bueno-Orovio, A.; Wang, Z. J.; Santiago, A.; Aguado-Sierra, J.; Houzeaux, G.; Grau, V.; Kay, D.; Vázquez, M.; Ruiz-Baier, R.; Rodriguez, B. Sensitivity analysis of a strongly-coupled human-based electromechanical cardiac model: effect of mechanical parameters on physiologically relevant biomarkers. (English) Zbl 1442.74132 Comput. Methods Appl. Mech. Eng. 361, Article ID 112762, 31 p. (2020). MSC: 74L15 92C30 PDFBibTeX XMLCite \textit{F. Levrero-Florencio} et al., Comput. Methods Appl. Mech. Eng. 361, Article ID 112762, 31 p. (2020; Zbl 1442.74132) Full Text: DOI
Bhattacharjee, Satyaki; Matouš, Karel A nonlinear data-driven reduced order model for computational homogenization with physics/pattern-guided sampling. (English) Zbl 1441.74297 Comput. Methods Appl. Mech. Eng. 359, Article ID 112657, 27 p. (2020). MSC: 74S99 65Z05 74Q05 PDFBibTeX XMLCite \textit{S. Bhattacharjee} and \textit{K. Matouš}, Comput. Methods Appl. Mech. Eng. 359, Article ID 112657, 27 p. (2020; Zbl 1441.74297) Full Text: DOI
Chen, Liming; Qiu, Haobo; Gao, Liang; Jiang, Chen; Yang, Zan Optimization of expensive black-box problems via gradient-enhanced Kriging. (English) Zbl 1439.90078 Comput. Methods Appl. Mech. Eng. 362, Article ID 112861, 21 p. (2020). MSC: 90C56 60G25 62K05 90C26 PDFBibTeX XMLCite \textit{L. Chen} et al., Comput. Methods Appl. Mech. Eng. 362, Article ID 112861, 21 p. (2020; Zbl 1439.90078) Full Text: DOI
Sanson, Francois; Le Maitre, Olivier; Congedo, Pietro Marco Systems of Gaussian process models for directed chains of solvers. (English) Zbl 1441.60005 Comput. Methods Appl. Mech. Eng. 352, 32-55 (2019). MSC: 60-08 60G15 65C05 PDFBibTeX XMLCite \textit{F. Sanson} et al., Comput. Methods Appl. Mech. Eng. 352, 32--55 (2019; Zbl 1441.60005) Full Text: DOI HAL
Lei, Huan; Li, Jing; Gao, Peiyuan; Stinis, Panagiotis; Baker, Nathan A. A data-driven framework for sparsity-enhanced surrogates with arbitrary mutually dependent randomness. (English) Zbl 1441.60004 Comput. Methods Appl. Mech. Eng. 350, 199-227 (2019). MSC: 60-08 62H25 PDFBibTeX XMLCite \textit{H. Lei} et al., Comput. Methods Appl. Mech. Eng. 350, 199--227 (2019; Zbl 1441.60004) Full Text: DOI arXiv Link
Abdedou, Azzedine; Soulaïmani, Azzeddine A non-intrusive B-splines Bézier elements-based method for uncertainty propagation. (English) Zbl 1440.65028 Comput. Methods Appl. Mech. Eng. 345, 774-804 (2019). MSC: 65D17 PDFBibTeX XMLCite \textit{A. Abdedou} and \textit{A. Soulaïmani}, Comput. Methods Appl. Mech. Eng. 345, 774--804 (2019; Zbl 1440.65028) Full Text: DOI
Hao, Peng; Wang, Yutian; Ma, Rui; Liu, Hongliang; Wang, Bo; Li, Gang A new reliability-based design optimization framework using isogeometric analysis. (English) Zbl 1440.74267 Comput. Methods Appl. Mech. Eng. 345, 476-501 (2019). MSC: 74P05 65D07 74S05 65N30 PDFBibTeX XMLCite \textit{P. Hao} et al., Comput. Methods Appl. Mech. Eng. 345, 476--501 (2019; Zbl 1440.74267) Full Text: DOI
Chatterjee, Tanmoy; Chowdhury, Rajib \(h\)-\(p\) adaptive model based approximation of moment free sensitivity indices. (English) Zbl 1441.65004 Comput. Methods Appl. Mech. Eng. 332, 572-599 (2018). MSC: 65C20 PDFBibTeX XMLCite \textit{T. Chatterjee} and \textit{R. Chowdhury}, Comput. Methods Appl. Mech. Eng. 332, 572--599 (2018; Zbl 1441.65004) Full Text: DOI
Hadigol, Mohammad; Doostan, Alireza Least squares polynomial chaos expansion: a review of sampling strategies. (English) Zbl 1440.65007 Comput. Methods Appl. Mech. Eng. 332, 382-407 (2018). MSC: 65C05 62K15 60-08 PDFBibTeX XMLCite \textit{M. Hadigol} and \textit{A. Doostan}, Comput. Methods Appl. Mech. Eng. 332, 382--407 (2018; Zbl 1440.65007) Full Text: DOI arXiv
Constantine, Paul G.; Eftekhari, Armin; Hokanson, Jeffrey; Ward, Rachel A. A near-stationary subspace for ridge approximation. (English) Zbl 1439.65023 Comput. Methods Appl. Mech. Eng. 326, 402-421 (2017). MSC: 65D10 PDFBibTeX XMLCite \textit{P. G. Constantine} et al., Comput. Methods Appl. Mech. Eng. 326, 402--421 (2017; Zbl 1439.65023) Full Text: DOI arXiv
Wu, Zeping; Wang, Donghui; Okolo, Patrick N.; Zhao, Kun; Zhang, Weihua Efficient space-filling and near-orthogonality sequential Latin hypercube for computer experiments. (English) Zbl 1439.62181 Comput. Methods Appl. Mech. Eng. 324, 348-365 (2017). MSC: 62K15 62L05 68W40 PDFBibTeX XMLCite \textit{Z. Wu} et al., Comput. Methods Appl. Mech. Eng. 324, 348--365 (2017; Zbl 1439.62181) Full Text: DOI
Asaadi, Erfan; Heyns, P. Stephan A computational framework for Bayesian inference in plasticity models characterisation. (English) Zbl 1439.74055 Comput. Methods Appl. Mech. Eng. 321, 455-481 (2017). MSC: 74C05 62F15 74S99 PDFBibTeX XMLCite \textit{E. Asaadi} and \textit{P. S. Heyns}, Comput. Methods Appl. Mech. Eng. 321, 455--481 (2017; Zbl 1439.74055) Full Text: DOI
Carlberg, Kevin; Ray, Jaideep; van Bloemen Waanders, Bart Decreasing the temporal complexity for nonlinear, implicit reduced-order models by forecasting. (English) Zbl 1425.65073 Comput. Methods Appl. Mech. Eng. 289, 79-103 (2015). MSC: 65L05 PDFBibTeX XMLCite \textit{K. Carlberg} et al., Comput. Methods Appl. Mech. Eng. 289, 79--103 (2015; Zbl 1425.65073) Full Text: DOI arXiv
Kundu, A.; DiazDelaO, F. A.; Adhikari, S.; Friswell, M. I. A hybrid spectral and metamodeling approach for the stochastic finite element analysis of structural dynamic systems. (English) Zbl 1296.74118 Comput. Methods Appl. Mech. Eng. 270, 201-219 (2014). MSC: 74S05 74A40 74S60 65M70 65M75 PDFBibTeX XMLCite \textit{A. Kundu} et al., Comput. Methods Appl. Mech. Eng. 270, 201--219 (2014; Zbl 1296.74118) Full Text: DOI
Michler, Andreas K.; Heinrich, Ralf Surrogate-enhanced simulation of aircraft in trimmed state. (English) Zbl 1253.76098 Comput. Methods Appl. Mech. Eng. 217-220, 96-110 (2012). MSC: 76M25 76-04 PDFBibTeX XMLCite \textit{A. K. Michler} and \textit{R. Heinrich}, Comput. Methods Appl. Mech. Eng. 217--220, 96--110 (2012; Zbl 1253.76098) Full Text: DOI
Sakata, S.; Ashida, F.; Tanaka, H. Stabilization of parameter estimation for Kriging-based approximation with empirical semivariogram. (English) Zbl 1231.74353 Comput. Methods Appl. Mech. Eng. 199, No. 25-28, 1710-1721 (2010). MSC: 74P10 74S30 74E30 PDFBibTeX XMLCite \textit{S. Sakata} et al., Comput. Methods Appl. Mech. Eng. 199, No. 25--28, 1710--1721 (2010; Zbl 1231.74353) Full Text: DOI
Tootkaboni, M.; Graham-Brady, L.; Schafer, B. W. Geometrically nonlinear behavior of structural systems with random material property: an asymptotic spectral stochastic approach. (English) Zbl 1229.74159 Comput. Methods Appl. Mech. Eng. 198, No. 37-40, 3173-3185 (2009). MSC: 74S60 74K10 74E35 PDFBibTeX XMLCite \textit{M. Tootkaboni} et al., Comput. Methods Appl. Mech. Eng. 198, No. 37--40, 3173--3185 (2009; Zbl 1229.74159) Full Text: DOI
Praveen, C.; Duvigneau, R. Low cost PSO using metamodels and inexact pre-evaluation: application to aerodynamic shape design. (English) Zbl 1229.74112 Comput. Methods Appl. Mech. Eng. 198, No. 9-12, 1087-1096 (2009). MSC: 74N25 74M25 PDFBibTeX XMLCite \textit{C. Praveen} and \textit{R. Duvigneau}, Comput. Methods Appl. Mech. Eng. 198, No. 9--12, 1087--1096 (2009; Zbl 1229.74112) Full Text: DOI HAL
Jiang, C.; Han, X.; Liu, G. P. A sequential nonlinear interval number programming method for uncertain structures. (English) Zbl 1194.74247 Comput. Methods Appl. Mech. Eng. 197, No. 49-50, 4250-4265 (2008). MSC: 74P10 74H15 74S30 65G40 PDFBibTeX XMLCite \textit{C. Jiang} et al., Comput. Methods Appl. Mech. Eng. 197, No. 49--50, 4250--4265 (2008; Zbl 1194.74247) Full Text: DOI
Marsden, Alison L.; Feinstein, Jeffrey A.; Taylor, Charles A. A computational framework for derivative-free optimization of cardiovascular geometries. (English) Zbl 1194.76296 Comput. Methods Appl. Mech. Eng. 197, No. 21-24, 1890-1905 (2008). MSC: 76Z05 76D55 76M10 92C35 PDFBibTeX XMLCite \textit{A. L. Marsden} et al., Comput. Methods Appl. Mech. Eng. 197, No. 21--24, 1890--1905 (2008; Zbl 1194.76296) Full Text: DOI
Rutherford, Brian M. Computational modeling issues and methods for the “regulatory problem” in engineering - solutions to the structural dynamics and static frame problems. (English) Zbl 1140.74017 Comput. Methods Appl. Mech. Eng. 197, No. 29-32, 2632-2644 (2008). MSC: 74K99 74H15 74E35 74S30 PDFBibTeX XMLCite \textit{B. M. Rutherford}, Comput. Methods Appl. Mech. Eng. 197, No. 29--32, 2632--2644 (2008; Zbl 1140.74017) Full Text: DOI
Rutherford, Brian M. Computational modeling issues and methods for the “regulatory problem” in engineering - solution to the thermal problem. (English) Zbl 1139.74020 Comput. Methods Appl. Mech. Eng. 197, No. 29-32, 2480-2489 (2008). MSC: 74F05 74E35 PDFBibTeX XMLCite \textit{B. M. Rutherford}, Comput. Methods Appl. Mech. Eng. 197, No. 29--32, 2480--2489 (2008; Zbl 1139.74020) Full Text: DOI
Sakata, S.; Ashida, F.; Zako, M. On applying Kriging-based approximate optimization to inaccurate data. (English) Zbl 1173.74377 Comput. Methods Appl. Mech. Eng. 196, No. 13-16, 2055-2069 (2007). MSC: 74P99 PDFBibTeX XMLCite \textit{S. Sakata} et al., Comput. Methods Appl. Mech. Eng. 196, No. 13--16, 2055--2069 (2007; Zbl 1173.74377) Full Text: DOI
Helton, J. C.; Johnson, J. D.; Oberkampf, W. L.; Storlie, C. B. A sampling-based computational strategy for the representation of epistemic uncertainty in model predictions with evidence theory. (English) Zbl 1173.62301 Comput. Methods Appl. Mech. Eng. 196, No. 37-40, 3980-3998 (2007). MSC: 62A01 65C60 PDFBibTeX XMLCite \textit{J. C. Helton} et al., Comput. Methods Appl. Mech. Eng. 196, No. 37--40, 3980--3998 (2007; Zbl 1173.62301) Full Text: DOI Link
Lagaros, Nikos D.; Plevris, Vagelis; Papadrakakis, Manolis Multi-objective design optimization using cascade evolutionary computations. (English) Zbl 1092.74034 Comput. Methods Appl. Mech. Eng. 194, No. 30-33, 3496-3515 (2005). MSC: 74P05 74P10 92D99 PDFBibTeX XMLCite \textit{N. D. Lagaros} et al., Comput. Methods Appl. Mech. Eng. 194, No. 30--33, 3496--3515 (2005; Zbl 1092.74034) Full Text: DOI
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Yeşilyurt, Serhat; Patera, Anthony T. Surrogates for numerical simulations; optimization of eddy-promoter heat exchangers. (English) Zbl 0852.76074 Comput. Methods Appl. Mech. Eng. 121, No. 1-4, 231-257 (1995). MSC: 76M35 76D05 80A20 PDFBibTeX XMLCite \textit{S. Yeşilyurt} and \textit{A. T. Patera}, Comput. Methods Appl. Mech. Eng. 121, No. 1--4, 231--257 (1995; Zbl 0852.76074) Full Text: DOI