Polynomial Chaos Expansions on Principal Geodesic Grassmannian Submanifolds for Surrogate Modeling and Uncertainty Quantification

30 January 2024

Papers citing "Polynomial Chaos Expansions on Principal Geodesic Grassmannian Submanifolds for Surrogate Modeling and Uncertainty Quantification"

4 / 4 papers shown

Title
Learning Latent Space Dynamics with Model-Form Uncertainties: A Stochastic Reduced-Order Modeling Approach Jin Yi Yong Rudy Geelen Johann Guilleminot 26 1 0 30 Aug 2024
Bayesian neural networks for predicting uncertainty in full-field material response G. Pasparakis Lori Graham-Brady Michael D. Shields AI4CE 37 4 0 21 Jun 2024
Grassmannian diffusion maps based surrogate modeling via geometric harmonics K. R. D. dos Santos Dimitris G. Giovanis Katiana Kontolati Dimitrios Loukrezis Michael D. Shields 17 9 0 28 Sep 2021
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 203 2,282 0 18 Oct 2020