Non-intrusive model order reduction for parametric radiation transport simulations
From MaRDI portal
Publication:6078480
DOI10.1016/j.jcp.2023.112385MaRDI QIDQ6078480
Publication date: 27 September 2023
Published in: Journal of Computational Physics (Search for Journal in Brave)
radiation transportGaussian process regressionsurrogate modelsubspace learningmultivariate adaptive regression splineslatent code identificationnon-intrusive reduced-order model (NiROM)
Numerical methods for partial differential equations, boundary value problems (65Nxx) Numerical analysis (65-XX) Probabilistic methods, stochastic differential equations (65Cxx)
Cites Work
- Unnamed Item
- Unnamed Item
- A POD reduced order model for resolving angular direction in neutron/photon transport problems
- Multivariate adaptive regression splines
- Non-intrusive reduced order modeling of nonlinear problems using neural networks
- Reduced order modeling for nonlinear structural analysis using Gaussian process regression
- Projection-based model reduction of dynamical systems using space-time subspace and machine learning
- Provably optimal parallel transport sweeps on semi-structured grids
- Space-time reduced order model for large-scale linear dynamical systems with application to Boltzmann transport problems
- Massively parallel transport sweeps on meshes with cyclic dependencies
- Minimally-invasive parametric model-order reduction for sweep-based radiation transport
- Adaptive Construction of Surrogates for the Bayesian Solution of Inverse Problems
- Active Subspaces
- A POD reduced-order model for eigenvalue problems with application to reactor physics
- Uncertainty Quantification and Predictive Computational Science
- Adaptive Hessian-Based Nonstationary Gaussian Process Response Surface Method for Probability Density Approximation with Application to Bayesian Solution of Large-Scale Inverse Problems
- SOCEMO: Surrogate Optimization of Computationally Expensive Multiobjective Problems
This page was built for publication: Non-intrusive model order reduction for parametric radiation transport simulations
