Published in Journal of Power Sources, 2026
Recommended citation: Jayanth Ramamurthy, Adam Thelen, Mihir Ojha, Shervin Alaei, Ben Nowacki, Tingkai Li, Sina Navidi, Weimin Jiao, Todd A Kingston, Matthieu Dubarry, "Practical regeneration of Li-ion batteries for a second life: The role of degradation mechanisms." Journal of Power Sources, 2026.
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Published in eTransportation, 2026
Recommended citation: Tingkai Li, Yifan Zhang, Benjamin Nowacki, Sina Navidi, Thomas Schmitt, Shan Hu, Chao Hu, "Benchmarking half-cell model fitting approaches for lithium-ion battery degradation diagnostics." eTransportation, 2026.
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Published in Structural and Multidisciplinary Optimization, 2026
Recommended citation: Yang Kang Chua, Tingkai Li, Sina Navidi, Arman Razmarashooli, Mohammad Mundiwala, Daniel A Salazar Martinez, Metrid Okumu, Chao Hu, Simon Laflamme, Paul T Schrader, "Conformalized multi-step forecasting for high-rate dynamic systems." Structural and Multidisciplinary Optimization, 2026.
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Published in Applied Energy, 2025
Recommended citation: Tingkai Li, Jinqiang Liu, Adam Thelen, Ankush Mishra, Xiao-Guang Yang, Zhaoyu Wang, Chao Hu, "Coupling a capacity fade model with machine learning for early prediction of the battery capacity trajectory." Applied Energy, 2025.
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Published in Cell Reports Physical Science, 2024
Recommended citation: Tingkai Li, Zihao Zhou, Adam Thelen, David Howey, Chao Hu, "Predicting battery lifetime under varying usage conditions from early aging data." Cell Reports Physical Science, 2024.
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Published in Energy Storage Materials, 2024
Recommended citation: Sina Navidi, Adam Thelen, Tingkai Li, Chao Hu, "Physics-informed machine learning for battery degradation diagnostics: A comparison of state-of-the-art methods." Energy Storage Materials, 2024.
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Published in 2026 ASEE Annual Conference & Exposition, 2026
Recommended citation: Emily Moore, Stacie Edington, Beverly Kris Jaeger-Helton, Kenneth W Lamb, James N Magarian, Cindy Rottmann, Amin Azad, Meagan R Kendall, Tingkai Li, Monica Pheifer, Kim Graves Wolfinbarger, Elika Shams, Michael P Manning, "Human-Centered Leadership in an AI-Driven World: Practitioner Reflections on Engineering Leadership Education." 2026 ASEE Annual Conference & Exposition, 2026.
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Published in 2026 ASEE Annual Conference & Exposition, 2026
Recommended citation: Elika Shams, Tingkai Li, Maxwell Bartlett, Aayushi Verma, Alireza Miraliakbar, Kaitlyn G Mahoney, Yinyu Wang, Mohamadamin Rajabinezhad, Oluwaseun Moses Akinola, Aida Ghiaei, "Enhancing Engineering Education through Student-Led Leadership Development." 2026 ASEE Annual Conference & Exposition, 2026.
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Published in ECS Meeting Abstracts 243, 2023
Recommended citation: Tingkai Li, Adam Thelen, Naba Karan, Jinqiang Liu, Chad Tischer, Chao Hu, "Degradation Diagnostics of Lithium-Ion Batteries Cycled Under Varying Conditions." ECS Meeting Abstracts 243, 2023.
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Published in ECS Meeting Abstracts 243, 2023
Recommended citation: Sina Navidi, Adam Thelen, Tingkai Li, Chao Hu, "A Comparative Study on Physics-Informed Machine Learning for Battery Degradation Diagnostics." ECS Meeting Abstracts 243, 2023.
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Published in In the proceedings of 49th Design Automation Conference (DAC), 2023
Recommended citation: Sina Navidi, Adam Thelen, Tingkai Li, Chao Hu, "Physics-Informed Neural Networks for Degradation Diagnostics of Lithium-Ion Batteries." In the proceedings of Volume 3A: 49th Design Automation Conference (DAC), 2023.
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Published in REIL Datasets, 2026
Recommended citation: Yifan Zhang, Tingkai Li, Shan Hu, Chao Hu, "ISU-UConn LFP/Graphite Emulated Degradation Dataset." REIL Datasets, 2026.
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Published in REIL Datasets, 2025
Recommended citation: Tingkai Li, Aidan Lawlor, Adarsh Narasimhamurthy, Xiaomeng Peng, Chao Hu, "UConn-MathWorks LFP/Gr Second-Life Battery Aging Dataset." REIL Datasets, 2025.
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Published in Iowa State University Dataset, 2023
Recommended citation: Adam Thelen, Tingkai Li, Jinqiang Liu, Chad Tischer, Chao Hu, "ISU-ILCC Battery Aging Dataset." Iowa State University Dataset, 2023.
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