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Tymon Nieduzak

Columbia University

3022 Broadway

New York, NY 10027

United States

  • Columbia University

SCHOLARLY PAPERS

4

DOWNLOADS

101

TOTAL CITATIONS

0

Scholarly Papers (4)

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1.

Heat Transfer Model for Temperature-Sensing Polymer Composite Ev Battery Enclosure

Number of pages: 24 Posted: 13 Oct 2024
Tymon Nieduzak, Eleonora M. Tronci, Tianyi Zhou, Luke B. Demo, Maria Q. Feng and Venkat Aitharaju
Columbia University, Tufts University, Columbia University, Columbia University, Columbia University and affiliation not provided to SSRN
Downloads 46 (1,109,210)

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heat transfer, temperature monitoring, embedded sensors, lithium-ion batteries, electric vehicles

2.

Tensile and Fatigue Characterization of Nanoparticle-Enhanced Polymer Composites

Number of pages: 16 Posted: 26 Sep 2025
Tymon Nieduzak, Alice C. Kadner, Sumit Gupta, Maria Q. Feng and Bowland Christopher
Columbia University, Columbia University, Government of the United States of America - Oak Ridge National Laboratory, Columbia University and Government of the United States of America - Oak Ridge National Laboratory
Downloads 22 (1,470,786)

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multifunctional composites, tensile characterization, fatigue characterization

3.

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 21 (1,518,554)

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

4.

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 12

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