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Training Image Free High-Order Stochastic Simulation Based on Aggregated Kernel Statistics

A training image free, high-order sequential simulation method is proposed herein, which is based on the efficient inference of high-order spatial statistics from the available sample data. A statistical learning framework in kernel space is adopted to develop the proposed simulation method. Specifi...

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Detalles Bibliográficos
Autores principales: Yao, Lingqing, Dimitrakopoulos, Roussos, Gamache, Michel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8550746/
https://www.ncbi.nlm.nih.gov/pubmed/34721727
http://dx.doi.org/10.1007/s11004-021-09923-3