Harnessing TabTransformer Model and Particle Swarm Optimization Algorithm for Remote Sensing-Based Heatwave Susceptibility Mapping in Central Asia

This study pioneers a fully remote sensing-based framework for mapping heatwave susceptibility, integrating the TabTransformer deep learning model with Particle Swarm Optimization (PSO) for robust hyperparameter tuning. The central question addressed is whether a fully remote sensing-driven, PSO-opt...

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主要な著者:	Antao Wang, Linan Sun, Huicong Jia
フォーマット:	Artigo
言語:	Inglês
出版事項:	MDPI AG 2025-10-01
シリーズ:	Atmosphere
主題:	natural hazards deep learning metaheuristic techniques evolutionary optimization attention algorithm risk management
オンライン･アクセス:	https://www.mdpi.com/2073-4433/16/10/1166
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