Gaussian Whittle-Matérn fields on metric graphs

12 May 2022

Papers citing "Gaussian Whittle-Matérn fields on metric graphs"

11 / 11 papers shown

Title
Linear cost and exponentially convergent approximation of Gaussian Matérn processes on intervals David Bolin Vaibhav Mehandiratta Alexandre B. Simas 24 1 0 16 Oct 2024
The GeometricKernels Package: Heat and Matérn Kernels for Geometric Learning on Manifolds, Meshes, and Graphs P. Mostowsky Vincent Dutordoir I. Azangulov Noémie Jaquier Michael John Hutchinson Aditya Ravuri Leonel Rozo Alexander Terenin Viacheslav Borovitskiy 40 5 0 10 Jul 2024
inlabru: software for fitting latent Gaussian models with non-linear predictors Finn Lindgren F. Bachl Janine Illian Man Ho Suen H. Rue Andrew E. Seaton 22 5 0 30 Jun 2024
Computationally Efficient Algorithms for Simulating Isotropic Gaussian Random Fields on Graphs with Euclidean Edges Alfredo Alegría Xavier Emery Tobia Filosi Emilio Porcu 18 0 0 26 Apr 2024
Spatial confounding under infill asymptotics David Bolin J. Wallin 23 2 0 27 Mar 2024
Statistical inference for Gaussian Whittle-Matérn fields on metric graphs David Bolin Alexandre B. Simas J. Wallin 15 8 0 20 Apr 2023
Markov properties of Gaussian random fields on compact metric graphs David Bolin Alexandre B. Simas J. Wallin 16 4 0 06 Apr 2023
The Matérn Model: A Journey through Statistics, Numerical Analysis and Machine Learning Emilio Porcu M. Bevilacqua R. Schaback Chris J. Oates 34 14 0 05 Mar 2023
Intrinsic Gaussian Process on Unknown Manifolds with Probabilistic Metrics Mu Niu Zhenwen Dai P. Cheung Yizhu Wang 21 5 0 16 Jan 2023
Cox processes driven by transformed Gaussian processes on linear networks -- A review and new contributions Jesper Møller J. Rasmussen 15 7 0 16 Dec 2022
Scalable Deep Gaussian Markov Random Fields for General Graphs Joel Oskarsson Per Sidén Fredrik Lindsten BDL 19 3 0 10 Jun 2022