Machine Learning for Revealing Spatial Dependence among Nanoparticles: Understanding Catalyst Film Dewetting via Gibbs Point Process Models

2020 ◽  
Vol 124 (50) ◽  
pp. 27479-27494
Author(s):  
Ahmed Aziz Ezzat ◽  
Mostafa Bedewy
Keyword(s):  
Machine Learning ◽  
Point Process ◽  
Spatial Dependence ◽  
Process Models ◽  
Catalyst Film ◽  
Gibbs Point Process ◽  
Point Process Models

Gibbs point process models with mixed effects

2009 ◽  
Vol 21 (3-4) ◽  
pp. 341-353 ◽  
Author(s):  
Janine B. Illian ◽  
Ditte K. Hendrichsen
Keyword(s):  
Point Process ◽  
Mixed Effects ◽  
Process Models ◽  
Gibbs Point Process ◽  
Point Process Models

scholarly journals Hybrids of Gibbs Point Process Models and Their Implementation

2013 ◽  
Vol 55 (11) ◽  
Author(s):  
Adrian Baddeley ◽  
Rolf Turner ◽  
Jorge Mateu ◽  
Andrew Bevan
Keyword(s):  
Point Process ◽  
Process Models ◽  
Gibbs Point Process ◽  
Point Process Models

scholarly journals Variational estimators for the parameters of Gibbs point process models

Bernoulli ◽  
2013 ◽  
Vol 19 (3) ◽  
pp. 905-930 ◽  
Author(s):  
Adrian Baddeley ◽  
David Dereudre
Keyword(s):  
Point Process ◽  
Process Models ◽  
Gibbs Point Process ◽  
Point Process Models

Habitat use of toothed whales in a marine protected area based on point process models

2019 ◽  
Vol 609 ◽  
pp. 239-256 ◽  
Author(s):  
TL Silva ◽  
G Fay ◽  
TA Mooney ◽  
J Robbins ◽  
MT Weinrich ◽  
...  
Keyword(s):  
Habitat Use ◽  
Point Process ◽  
Protected Area ◽  
Marine Protected Area ◽  
Process Models ◽  
Point Process Models

scholarly journals An efficient optimizer for simple point process models

2013 ◽  
Author(s):  
Ahmed Gamal-Eldin ◽  
Guillaume Charpiat ◽  
Xavier Descombes ◽  
Josiane Zerubia
Keyword(s):  
Point Process ◽  
Process Models ◽  
Simple Point ◽  
Point Process Models
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