Data-Driven Computational Methods
From MaRDI portal
Publication:4569636
DOI10.1017/9781108562461zbMath1435.65001OpenAlexW4249961403MaRDI QIDQ4569636
Publication date: 27 June 2018
Full work available at URL: https://doi.org/10.1017/9781108562461
Introductory exposition (textbooks, tutorial papers, etc.) pertaining to dynamical systems and ergodic theory (37-01) Introductory exposition (textbooks, tutorial papers, etc.) pertaining to numerical analysis (65-01)
Related Items (13)
Markov chain generative adversarial neural networks for solving Bayesian inverse problems in physics applications ⋮ Data-driven probability density forecast for stochastic dynamical systems ⋮ Numerical linear algebra in data assimilation ⋮ Kernel-based methods for solving time-dependent advection-diffusion equations on manifolds ⋮ Spectral methods for solving elliptic PDEs on unknown manifolds ⋮ Ghost Point Diffusion Maps for Solving Elliptic PDEs on Manifolds with Classical Boundary Conditions ⋮ Approximating solutions of linear elliptic PDE's on a smooth manifold using local kernel ⋮ Diffusion forecasting model with basis functions from QR-decomposition ⋮ Linear and nonlinear statistical response theories with prototype applications to sensitivity analysis and statistical control of complex turbulent dynamical systems ⋮ Data assimilation: The Schrödinger perspective ⋮ Fokker--Planck Particle Systems for Bayesian Inference: Computational Approaches ⋮ Modeling of missing dynamical systems: deriving parametric models using a nonparametric framework ⋮ Multiscale model reduction for stochastic elasticity problems using ensemble variable-separated method
Uses Software
This page was built for publication: Data-Driven Computational Methods
