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Zhe Song

Nanjing University

SCHOLARLY PAPERS

3

DOWNLOADS

82

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

Abnormal Data Cleaning for Wind Turbines by Image Segmentation Based on Active Shape Model and Class Uncertainty

Number of pages: 25 Posted: 26 Feb 2022
Chinese Academy of Sciences (CAS) - Shenzhen Institute of Advanced Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Nanjing University
Downloads 58 (989,921)

Abstract:

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Class uncertainty, Wind power curve, Data cleaning, active shape model, binary distance transform

2.

A Physics-Informed Kalman Filter-Transformer with Electrochemical PDE Teacher Distillation for Battery Health Management

Number of pages: 26 Posted: 07 Jul 2026
The Chinese University of Hong Kong, Shenzhen, affiliation not provided to SSRN, National University of Singapore, affiliation not provided to SSRN, Nanjing University and Chinese Academy of Sciences (CAS) - Shenzhen Institute of Advanced Technology
Downloads 15

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Battery state-of-health estimation, Physics-informed learning, Extended Kalman Filter, Transformer, Uncertainty-aware attention

3.

Decision-Centered Learning in Closed-Loop Optimization and Control: A Survey of Prediction, Adaptation, Explanation, and Continual Improvement

Number of pages: 44 Posted: 21 Jul 2026
Nanjing University - School of Business, Nanjing University, The Chinese University of Hong Kong, Shenzhen and Nanjing University
Downloads 9

Abstract:

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Decision-Focused Learning, Predict-Then-Optimize, Decision-Aware Machine Learning, Online Learning, Explainable AI, Continual Learning, Performative Prediction, Closed-Loop Optimization, Decision Regret, Adaptive Decision Systems