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Yan Tao

affiliation not provided to SSRN

SCHOLARLY PAPERS

3

DOWNLOADS

96

TOTAL CITATIONS

2

Scholarly Papers (3)

1.

Study on the Effect of Heating Power Density on Thermal Runaway and Gas Generation Characteristics of Large-Format Lithium Iron Phosphate Batteries

Number of pages: 16 Posted: 24 Sep 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 36 (1,290,922)
Citation 2

Abstract:

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Energy storage, Lithium iron phosphate, thermal runaway, Gas generation, Heating power density

2.

Battery Health Prediction Using a Physics-Informed Hybrid Model with Gradient Boosting and Temporal Convolution

Number of pages: 19 Posted: 01 Apr 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Shenzhen Polytechnic University
Downloads 33 (1,304,549)

Abstract:

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State of Health (SOH), Extreme Gradient Boosting (XGBoost), Physics-informed machine learning, Residual compensation, Gated Temporal Convolutional Network (Gated-TCN)

3.

A Physics-Informed Dual-Stream Framework with Adaptive Cross-Modal Attention for Lithium-Ion Battery State of Health Estimation

Number of pages: 22 Posted: 02 Apr 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Shenzhen Polytechnic University
Downloads 27 (1,372,601)

Abstract:

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Lithium-ion Battery, Physics-Informed Dual-Stream Network, Adaptive cross-modal attention-driven, Contrast adjustment factor, Exponential dilation mechanism