Spatio-temporal modeling of particulate matter concentration through the SPDE approach

M Cameletti, F Lindgren, D Simpson, H Rue - AStA Advances in Statistical …, 2013 - Springer
… , and secondly, the SPDE approach with the basis function … 4, we explain how the SPDE
approach works for the … for the implementation of the SPDE approach for the considered case …

The SPDE approach for Gaussian and non-Gaussian fields: 10 years and still running

F Lindgren, D Bolin, H Rue - Spatial Statistics, 2022 - Elsevier
… -Gaussian fields based on a generalisation of SPDE approach, that was initially proposed in
… accessible interfaces to many of the Gaussian SPDE-based models discussed in this paper, …

SPDE in Hilbert space with locally monotone coefficients

W Liu, M Röckner - Journal of Functional Analysis, 2010 - Elsevier
The aim of this paper is to extend the usual framework of SPDE with monotone coefficients
to include a large class of cases with merely locally monotone coefficients. This new …

SPDE in Hydrodynamic

SAF Flandoli, YG Sinai - 2008 - Springer
It is a commonly accepted fact in the mathematical scientific community that the rigorous
understanding of turbulence and related questions in hydrodynamics is one of the most …

A general framework for SPDE-based stationary random fields

R Carrizo Vergara, D Allard, N Desassis - Bernoulli, 2022 - projecteuclid.org
This paper presents theoretical advances in the application of the Stochastic Partial Differential
Equation (SPDE) approach in geostatistics. We show a general approach to construct …

The rational SPDE approach for Gaussian random fields with general smoothness

D Bolin, K Kirchner - Journal of Computational and Graphical …, 2020 - Taylor & Francis
… The rational SPDE approach presented in this work facilitates an estimation of β from data
by providing an approximation of u which is computable for all fractional powers β > d / 4 (ie, ν …

Strong solutions for SPDE with locally monotone coefficients driven by Lévy noise

Z Brzeźniak, W Liu, J Zhu - Nonlinear Analysis: Real World Applications, 2014 - Elsevier
Motivated by applications to various semilinear and quasi-linear stochastic partial differential
equations (SPDEs) appeared in real world models, we establish the existence and …

An SPDE model for systemic risk with endogenous contagion

B Hambly, A Søjmark - Finance and Stochastics, 2019 - Springer
We propose a dynamic mean-field model for ‘systemic risk’ in large financial systems, derived
from a system of interacting diffusions on the positive half-line with an absorbing boundary …

Adapted solution of a degenerate backward SPDE, with applications

J Ma, J Yong - Stochastic processes and their applications, 1997 - Elsevier
In this paper we prove the existence and uniqueness, as well as the regularity, of the adapted
solution to a class of degenerate linear backward stochastic partial differential equations (…

[HTML][HTML] The SPDE approach for spatio-temporal datasets with advection and diffusion

L Clarotto, D Allard, T Romary, N Desassis - Spatial Statistics, 2024 - Elsevier
… We present here the advection-diffusion SPDE with … SPDE is built by discretizing the
temporal derivative with a finite difference method (implicit Euler) and by solving the spatial SPDE