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Automatic selection of basis-adaptive sparse polynomial chaos expansions
  for engineering applications
v1v2v3 (latest)

Automatic selection of basis-adaptive sparse polynomial chaos expansions for engineering applications

International Journal for Uncertainty Quantification (IJUQ), 2020
10 September 2020
Nora Lüthen
S. Marelli
Bruno Sudret
ArXiv (abs)PDFHTML

Papers citing "Automatic selection of basis-adaptive sparse polynomial chaos expansions for engineering applications"

13 / 13 papers shown
Conformalized Polynomial Chaos Expansion for Uncertainty-aware Surrogate Modeling
Conformalized Polynomial Chaos Expansion for Uncertainty-aware Surrogate Modeling
Dimitrios Loukrezis
Dimitris G. Giovanis
195
1
0
25 Oct 2025
Gradient-enhanced global sensitivity analysis with Poincar{é} chaos expansions
Gradient-enhanced global sensitivity analysis with Poincar{é} chaos expansions
O. Roustant
Nora Lüthen
David Heredia
Bruno Sudret
103
0
0
03 Oct 2025
Deep Polynomial Chaos Expansion
Deep Polynomial Chaos Expansion
Johannes Exenberger
Sascha Ranftl
Robert Peharz
164
1
0
28 Jul 2025
Bayesian full waveform inversion with sequential surrogate model refinement
Bayesian full waveform inversion with sequential surrogate model refinementGeophysical Journal International (GJI), 2025
G. Meles
S. Marelli
N. Linde
272
1
0
06 May 2025
UQ state-dependent framework for seismic fragility assessment of
  industrial components
UQ state-dependent framework for seismic fragility assessment of industrial components
C. Nardin
S. Marelli
O. Bursi
B. Sudret
M. Broccardo
115
6
0
07 May 2024
Polynomial Chaos Expansions on Principal Geodesic Grassmannian
  Submanifolds for Surrogate Modeling and Uncertainty Quantification
Polynomial Chaos Expansions on Principal Geodesic Grassmannian Submanifolds for Surrogate Modeling and Uncertainty Quantification
Dimitris G. Giovanis
Dimitrios Loukrezis
Ioannis G. Kevrekidis
Michael D. Shields
293
8
0
30 Jan 2024
Reliability analysis for data-driven noisy models using active learning
Reliability analysis for data-driven noisy models using active learning
Anderson V. Pires
M. Moustapha
S. Marelli
Bruno Sudret
AI4CE
123
9
0
19 Jan 2024
A comprehensive framework for multi-fidelity surrogate modeling with
  noisy data: a gray-box perspective
A comprehensive framework for multi-fidelity surrogate modeling with noisy data: a gray-box perspective
Katerina Giannoukou
S. Marelli
Bruno Sudret
AI4CE
205
1
0
12 Jan 2024
Physics-Informed Polynomial Chaos Expansions
Physics-Informed Polynomial Chaos ExpansionsJournal of Computational Physics (JCP), 2023
Lukávs Novák
Himanshu Sharma
Michael D. Shields
267
35
0
04 Sep 2023
A spectral surrogate model for stochastic simulators computed from
  trajectory samples
A spectral surrogate model for stochastic simulators computed from trajectory samplesComputer Methods in Applied Mechanics and Engineering (CMAME), 2022
Nora Lüthen
S. Marelli
Bruno Sudret
243
29
0
12 Jul 2022
On efficient algorithms for computing near-best polynomial
  approximations to high-dimensional, Hilbert-valued functions from limited
  samples
On efficient algorithms for computing near-best polynomial approximations to high-dimensional, Hilbert-valued functions from limited samplesMemoirs of the European Mathematical Society (MMS), 2022
Ben Adcock
Simone Brugiapaglia
N. Dexter
S. Moraga
237
16
0
25 Mar 2022
Extreme learning machines for variance-based global sensitivity analysis
Extreme learning machines for variance-based global sensitivity analysis
John E. Darges
A. Alexanderian
P. Gremaud
332
4
0
14 Jan 2022
Global sensitivity analysis using derivative-based sparse Poincaré
  chaos expansions
Global sensitivity analysis using derivative-based sparse Poincaré chaos expansions
Nora Lüthen
O. Roustant
Fabrice Gamboa
Bertrand Iooss
S. Marelli
Bruno Sudret
476
6
0
01 Jul 2021
1
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