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Wei Li

affiliation not provided to SSRN

SCHOLARLY PAPERS

10

DOWNLOADS

258

TOTAL CITATIONS

0

Scholarly Papers (10)

Early and Uncertainty-Aware Detection of Impending Voltage Outliers in Battery Packs via a Probabilistic Hierarchical Adaptive Framework​​​

Number of pages: 26 Posted: 29 Oct 2025
affiliation not provided to SSRN, Beijing Information Science and Technology University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Beijing Information Science and Technology University
Downloads 29 (1,400,723)

Abstract:

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electric vehicles, weighted outlier depth, uncertainty-aware fault prediction, learnable spectral-convolution network

A physics-informed residual correction framework for pretrained tabular foundation model based battery health prognostics

Number of pages: 27 Posted: 17 May 2026
affiliation not provided to SSRN, Beijing Information Science and Technology University, affiliation not provided to SSRN and Beijing Information Science and Technology University
Downloads 29 (1,513,226)

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Lithium-ion battery, physics-informed, pretrained tabular foundation model

A physics-informed residual correction framework for pretrained tabular foundation model based battery health prognostics

Number of pages: 27 Posted: 01 Jun 2026
affiliation not provided to SSRN, Beijing Information Science and Technology University, affiliation not provided to SSRN and Beijing Information Science and Technology University
Downloads 19 (1,640,921)

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Lithium-ion battery, physics-informed, pretrained tabular foundation model

3.

A Novel Spatiotemporal Graph Topology Method for Serialized Charging Feature Reduction in Lithium-Ion Battery Remaining Useful Life Prediction​

Number of pages: 31 Posted: 29 Oct 2025
Beijing Information Science and Technology University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Beijing Information Science and Technology University
Downloads 46 (1,133,231)

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Remaining useful life prediction, Spatiotemporal graph neural networks, Time series dimensionality reduction, Hyperparameter optimization

Attention-based long-horizon prediction for safety-oriented fault early warning in lithium-ion battery charging​​

Number of pages: 24 Posted: 17 Jan 2026
Beijing Information Science and Technology University, affiliation not provided to SSRN, affiliation not provided to SSRN and Beijing Information Science and Technology University
Downloads 32 (1,356,108)

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electric vehicles, Lithium-ion battery, multi battery fault warning, transformer

Attention-based long-horizon prediction for safety-oriented fault early warning in lithium-ion battery charging​​

Number of pages: 24 Posted: 17 May 2026
Beijing Information Science and Technology University, affiliation not provided to SSRN, affiliation not provided to SSRN and Beijing Information Science and Technology University
Downloads 10 (1,606,395)

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electric vehicles, lithium-ion battery, multi battery fault warning, transformer

5.

Multiphysics Coupling-Based Fault Diagnosis of Lithium-ion Batteries via Time-Frequency Neural Operators Employing Real Automotive Data​

Number of pages: 21 Posted: 01 Oct 2025
Beijing Information Science and Technology University, 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 31 (1,318,317)

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electric vehicles, fourier neural operators, fault diagnosis, real automotive data

6.

Cross-condition and cross-chemistry battery prognostics with domain-adversarial and variance-regularized hierarchical transformers​​​

Number of pages: 28 Posted: 16 May 2026
Beijing Information Science and Technology University, affiliation not provided to SSRN, affiliation not provided to SSRN and Beijing Information Science and Technology University
Downloads 21 (1,509,872)

Abstract:

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lithium-ion battery, transformer, cross-chemistry, cross-condition

7.

A Novel Spatiotemporal Graph Topology Method for Serialized Charging Feature Reduction in Lithium-Ion Battery Remaining Useful Life Prediction

Number of pages: 31 Posted: 21 Jan 2026
Beijing Information Science and Technology University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Beijing Information Science and Technology University
Downloads 15 (1,518,554)

Abstract:

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Remaining useful life prediction, Spatiotemporal graph neural networks, Time series dimensionality reduction, Hyperparameter optimization

8.

Domain-adaptive mixture-of-experts for cross-dataset lithium-Ion battery SOH prediction via adaptive strategy selection

Number of pages: 36 Posted: 25 Jun 2026
Beijing Information Science and Technology University, affiliation not provided to SSRN, affiliation not provided to SSRN and Beijing Information Science and Technology University
Downloads 13

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Lithium-ion battery, State of health, domain adaptation, Mixture of experts, Transfer learning, gating network

9.

Cross-condition and cross-chemistry battery prognostics with domain-adversarial and variance-regularized hierarchical transformers

Number of pages: 28 Posted: 01 Jun 2026
Beijing Information Science and Technology University, affiliation not provided to SSRN, affiliation not provided to SSRN and Beijing Information Science and Technology University
Downloads 8 (1,571,455)

Abstract:

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Lithium-ion battery, transformer, cross-chemistry, cross-condition

10.

Domain-adaptive mixture-of-experts for cross-dataset lithium-ion battery state of health prediction via adaptive strategy selection

Number of pages: 36 Posted: 30 Jun 2026
Beijing Information Science and Technology University, affiliation not provided to SSRN, affiliation not provided to SSRN and Beijing Information Science and Technology University
Downloads 5

Abstract:

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Lithium-ion battery, State of health, domain adaptation, mixture of experts, Transfer learning, gating network