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Ising Model for Interpolation of Spatial Data on Regular Grids

We apply the Ising model with nearest-neighbor correlations (INNC) in the problem of interpolation of spatially correlated data on regular grids. The correlations are captured by short-range interactions between “Ising spins”. The INNC algorithm can be used with label data (classification) as well a...

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Detalles Bibliográficos
Autores principales: Žukovič, Milan, Hristopulos, Dionissios T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8535049/
https://www.ncbi.nlm.nih.gov/pubmed/34681994
http://dx.doi.org/10.3390/e23101270