Random Field Approximation

Random Field Approximation is a mathematical framework that belongs to the class of random field modeling techniques, distinguished by its purpose of constructing simplified stochastic representations to approximate complex spatially or temporally correlated random phenomena while preserving essential statistical and structural properties.

364

Publications

21.3K

Citations

710

Authors

411

Institutions

Publications per year

2017–2026

Parents

Random Field Modeling

Publications

364

On the Statistical Analysis of Dirty Pictures

Julian Besag · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1986 · 4.2K citations

Computing, Computer Science, Bayesian Data Analysis +11

Random-field model of exchange anisotropy at rough ferromagnetic-antiferromagnetic interfaces

A. P. Malozemoff · Physical review. B, Condensed matter · 1987 · 1.1K citations

Natural Sciences, Materials Science, Physics +17

Nonstationary cluster-size inference with random field and permutation methods

Satoru Hayasaka, K. Luan Phan, Israel Liberzon et al. · NeuroImage · 2004 · 671 citations

Natural Sciences, Biostatistics, Mathematics +13

Extended Limber approximation

Marilena Loverde, Niayesh Afshordi · Physical review. D. Particles, fields, gravitation, and cosmology/Physical review. D, Particles, fields, gravitation, and cosmology · 2008 · 431 citations · Full text

Natural Sciences, Astronomy, Mathematics +11

Karhunen–Loève approximation of random fields by generalized fast multipole methods

Christoph Schwab, Radu Alexandru Todor · Journal of Computational Physics · 2006 · 353 citations

Natural Sciences, Mathematics, Physics +11

1–5 of 364

Authors

710

MO
Martin Ostoja‐Starzewski
University of Illinois Urbana-Champaign, United States
10 publications · 570 citations
10
h-index
EP
Emilio Porcu
Federico Santa María Technical University, Chile
7 publications · 142 citations
7
h-index
PD
Pol D. Spanos
Rice University, United States
6 publications · 187 citations
6
h-index
HG
Hermann G. Matthies
Technische Universität Braunschweig, Germany
6 publications · 231 citations
6
h-index
AL
Alexander Litvinenko
Technische Universität Braunschweig, Germany
5 publications · 192 citations
5
h-index

1–5 of 710

Institutions

411

1–8 of 411

Venues

Physical review. B, Condensed matter
PRB · 14 publications · 1.8K citations
12
h-index
Computer Methods in Applied Mechanics and Engineering
12 publications · 765 citations
12
h-index
Physica A Statistical Mechanics and its Applications
9 publications · 385 citations
9
h-index
Stochastic Processes and their Applications
8 publications · 227 citations
8
h-index
Physical Review Letters
PRL · 8 publications · 577 citations
8
h-index

1–5