Stochastic polynomial chaos expansions to emulate stochastic simulators

7 February 2022

Papers citing "Stochastic polynomial chaos expansions to emulate stochastic simulators"

7 / 7 papers shown

Title
Reliability analysis for non-deterministic limit-states using stochastic emulators Anderson V. Pires M. Moustapha S. Marelli Bruno Sudret 64 0 0 18 Dec 2024
MD-NOMAD: Mixture density nonlinear manifold decoder for emulating stochastic differential equations and uncertainty propagation Akshay Thakur Souvik Chakraborty 34 1 0 24 Apr 2024
Reliability analysis for data-driven noisy models using active learning Anderson V. Pires M. Moustapha S. Marelli Bruno Sudret AI4CE 14 1 0 19 Jan 2024
Enhancing Polynomial Chaos Expansion Based Surrogate Modeling using a Novel Probabilistic Transfer Learning Strategy Wyatt Bridgman Uma Balakrishnan Reese E. Jones Jiefu Chen Xuqing Wu C. Safta Yueqin Huang Mohammad Khalil 16 0 0 07 Dec 2023
Polynomial Chaos Surrogate Construction for Random Fields with Parametric Uncertainty Joy N. Mueller K. Sargsyan Craig J. Daniels H. Najm 11 0 0 01 Nov 2023
A spectral surrogate model for stochastic simulators computed from trajectory samples Nora Lüthen S. Marelli Bruno Sudret 9 17 0 12 Jul 2022
Exploiting deterministic algorithms to perform global sensitivity analysis of continuous-time Markov chain compartmental models with application to epidemiology H. M. Kouye G. Mazo Clémentine Prieur E. Vergu 22 1 0 15 Feb 2022