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Hanita K. Haller

Columbia University

3022 Broadway

New York, NY 10027

United States

  • Columbia University

SCHOLARLY PAPERS

2

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37

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Scholarly Papers (2)

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1.

Transformer-Based Autoencoder for Robust Detection of Battery Anomalies Using Temperature Sensors

Number of pages: 30 Posted: 23 Mar 2026
Tymon Nieduzak, Hanita K. Haller, Dhananjay Narayanan and Maria Q. Feng
Columbia University, Columbia University, Columbia University and Columbia University
Downloads 22 (1,518,554)

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Lithium-ion battery, Thermal runaway, Machine Learning, autoencoder, anomaly detection

2.

Unsupervised Transformer-Based Autoencoder for Early Lithium-Ion Battery Anomaly Detection Using Multimodal Gas and Temperature Sensing

Number of pages: 47 Posted: 02 Jul 2026
Tymon Nieduzak, Hanita K. Haller, Dhananjay Narayanan and Maria Q. Feng
Columbia University, Columbia University, Columbia University and Columbia University
Downloads 15

Abstract:

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lithium-ion battery, thermal runaway, multimodal sensing, machine learning, autoencoder, anomaly detection