Constrained probabilistic collocation method for uncertainty quantification of geophysical models
From MaRDI portal
Publication:723112
DOI10.1007/s10596-015-9471-1zbMath1395.65105OpenAlexW1994540804MaRDI QIDQ723112
Publication date: 30 July 2018
Published in: Computational Geosciences (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s10596-015-9471-1
Flows in porous media; filtration; seepage (76S05) Spectral, collocation and related methods for initial value and initial-boundary value problems involving PDEs (65M70) Computational methods for problems pertaining to geophysics (86-08) Probabilistic methods, particle methods, etc. for initial value and initial-boundary value problems involving PDEs (65M75)
Related Items
A sample-efficient deep learning method for multivariate uncertainty qualification of acoustic-vibration interaction problems, multiUQ: an intrusive uncertainty quantification tool for gas-liquid multiphase flows, Efficient uncertainty quantification for dynamic subsurface flow with surrogate by theory-guided neural network
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Uncertainty propagation using Wiener-Haar expansions
- Practical mathematical optimization. An introduction to basic optimization theory and classical and new gradient-based algorithms.
- A stochastic projection method for fluid flow. II: Random process
- Fully symmetric interpolatory rules for multiple integrals over infinite regions with Gaussian weight
- A comparative study of numerical approaches to risk assessment of contaminant transport
- An adaptive multi-element generalized polynomial chaos method for stochastic differential equations
- Stochastic finite element: a non intrusive approach by regression
- Spectral Methods for Uncertainty Quantification
- Numerical Optimization
- Galerkin Finite Element Approximations of Stochastic Elliptic Partial Differential Equations
- Uncertainty Quantification in CFD Simulations: A Stochastic Spectral Approach
- The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations
- High-Order Collocation Methods for Differential Equations with Random Inputs