Polynomial chaos expansions for dependent random variables
Jakeman, John D., Franzelin, Fabian, Narayan, Akil, Eldred, Michael, Plfüger, Dirk
Published in Computer methods in applied mechanics and engineering (01.07.2019)
Published in Computer methods in applied mechanics and engineering (01.07.2019)
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Journal Article
Conference Proceeding
Generation and application of multivariate polynomial quadrature rules
Jakeman, John D., Narayan, Akil
Published in Computer methods in applied mechanics and engineering (15.08.2018)
Published in Computer methods in applied mechanics and engineering (15.08.2018)
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Journal Article
Minimal multi-element stochastic collocation for uncertainty quantification of discontinuous functions
Jakeman, John D., Narayan, Akil, Xiu, Dongbin
Published in Journal of computational physics (01.06.2013)
Published in Journal of computational physics (01.06.2013)
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Journal Article
Introductory overview of identifiability analysis: A guide to evaluating whether you have the right type of data for your modeling purpose
Guillaume, Joseph H.A., Jakeman, John D., Marsili-Libelli, Stefano, Asher, Michael, Brunner, Philip, Croke, Barry, Hill, Mary C., Jakeman, Anthony J., Keesman, Karel J., Razavi, Saman, Stigter, Johannes D.
Published in Environmental modelling & software : with environment data news (01.09.2019)
Published in Environmental modelling & software : with environment data news (01.09.2019)
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Journal Article
Physical activity, mental health and well-being of adults during initial COVID-19 containment strategies: A multi-country cross-sectional analysis
Faulkner, James, O’Brien, Wendy J., McGrane, Bronagh, Wadsworth, Daniel, Batten, John, Askew, Christopher D., Badenhorst, Claire, Byrd, Erin, Coulter, Maura, Draper, Nick, Elliot, Catherine, Fryer, Simon, Hamlin, Michael J., Jakeman, John, Mackintosh, Kelly A., McNarry, Melitta A., Mitchelmore, Andrew, Murphy, John, Ryan-Stewart, Helen, Saynor, Zoe, Schaumberg, Mia, Stone, Keeron, Stoner, Lee, Stuart, Beth, Lambrick, Danielle
Published in Journal of science and medicine in sport (01.04.2021)
Published in Journal of science and medicine in sport (01.04.2021)
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Journal Article
A Decision‐Relevant Factor‐Fixing Framework: Application to Uncertainty Analysis of a High‐Dimensional Water Quality Model
Wang, Qian, Guillaume, Joseph H. A., Jakeman, John D., Bennett, Frederick R., Croke, Barry F. W., Fu, Baihua, Yang, Tao, Jakeman, Anthony J.
Published in Water resources research (01.08.2023)
Published in Water resources research (01.08.2023)
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Journal Article
Adaptive experimental design for multi‐fidelity surrogate modeling of multi‐disciplinary systems
Jakeman, John D., Friedman, Sam, Eldred, Michael S., Tamellini, Lorenzo, Gorodetsky, Alex A., Allaire, Doug
Published in International journal for numerical methods in engineering (30.06.2022)
Published in International journal for numerical methods in engineering (30.06.2022)
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Journal Article
Epistemic uncertainty-aware Barlow twins reduced order modeling for nonlinear contact problems
Kadeethum, Teeratorn, Jakeman, John D., Choi, Youngsoo, Bouklas, Nikolaos, Yoon, Hongkyu
Published in IEEE access (01.01.2023)
Published in IEEE access (01.01.2023)
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Journal Article
Assessing the predictive impact of factor fixing with an adaptive uncertainty-based approach
Wang, Qian, Guillaume, Joseph H.A., Jakeman, John D., Yang, Tao, Iwanaga, Takuya, Croke, Barry, Jakeman, Anthony J.
Published in Environmental modelling & software : with environment data news (01.02.2022)
Published in Environmental modelling & software : with environment data news (01.02.2022)
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Journal Article