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Satoshi Kumabe

1 paper hereh-index 210 citations5 works total

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  • first author1

Across the 1 of 1 paper where every author was matched, so the position is known.

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  • stat.ML1

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collaborators

1 paper

stat.ML2025

Stochastic forest transition model dynamics and parameter estimation via deep learning

Satoshi Kumabe, Tianyu Song, Ton Viet Ta

Forest transitions, characterized by dynamic shifts between forest, agricultural, and abandoned lands, are complex phenomena. This study developed a stochastic differential equatio…

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