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linan Xue

Sichuan University

No. 24 South Section1, Yihuan Road,

Chengdu, 610064

China

  • Sichuan University

SCHOLARLY PAPERS

2

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61

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Scholarly Papers (2)

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1.

Coupled Prediction Models Based on Mechanistic and Data-Driven Synergistic Decomposition Strategies

Downloads 41 (1,196,171)

Coupled Prediction Models Based on Mechanistic and Data-Driven Synergistic Decomposition Strategies

Number of pages: 18 Posted: 20 Aug 2025
gongbo ding, Chao Wang, linan Xue, Hao Wang and yu Lu
Sichuan University, affiliation not provided to SSRN, Sichuan University, China Institute of Water Resources and Hydropower Research (IWHR) and affiliation not provided to SSRN
Downloads 25 (1,445,011)

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Data-driven decomposition, Mechanism decomposition model, KAN neural network model, Coupled prediction model

Coupled Prediction Models Based on Mechanistic and Data-Driven Synergistic Decomposition Strategies

Number of pages: 18 Posted: 23 Aug 2025
gongbo ding, Chao Wang, linan Xue, hao Wang and linan Xue
Sichuan University, affiliation not provided to SSRN, Sichuan University, affiliation not provided to SSRN and Sichuan University
Downloads 16 (1,559,710)

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Data-driven decomposition、Mechanism decomposition model、KAN neural network model、Coupled prediction model

2.

Coupled prediction models based on mechanistic and data-driven synergistic decomposition strategies

Number of pages: 18 Posted: 29 Aug 2025
gongbo ding, Chao Wang, linan Xue, Hao Wang and yu Lu
Sichuan University, affiliation not provided to SSRN, Sichuan University, China Institute of Water Resources and Hydropower Research (IWHR) and affiliation not provided to SSRN
Downloads 20 (1,459,862)

Abstract:

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Data-driven decomposition, Mechanism decomposition model, KAN neural network model, Coupled prediction model