Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy -
SDG 13 Climate Action
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Dive into the research topics where Helge Stein is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Continuous Physics-Informed Learning Expedited Battery Mechanism Decoupling
Ji, S., Yuan, J., Zhang, B., Sanin, A., Merker, L., Zhang, Z., Zhu, J. & Stein, H. S., 5 Jan 2026, In: Advanced Science. 13, 1, e06772.Research output: Contribution to journal › Article › peer-review
Open Access -
Insight Generation from Information-Dense Formation Protocols
Merker, L., Zhang, B., Yuan, J., Ji, S. & Stein, H. S., Feb 2026, In: Batteries and Supercaps. 9, 2, e202500153.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Explainable Artificial Intelligence of Things for Health Prognosis of Lithium-Ion Batteries
Ji, S., Zhang, B., Stein, H. S., Zhang, Z. & Zhu, J., 11 Sep 2025, In: Energy and Fuels. 39, 36, p. 17584-17593 10 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Flexible health prognosis of battery nonlinear aging using temporal transfer learning
Ji, S., Zhang, Z., Stein, H. S. & Zhu, J., 1 Jan 2025, In: Applied Energy. 377, 124766.Research output: Contribution to journal › Article › peer-review
22 Scopus citations -
Integrating Automated Electrochemistry and High-Throughput Characterization with Machine Learning to Explore Si─Ge─Sn Thin-Film Lithium Battery Anodes
Sanin, A., Flowers, J. K., Piotrowiak, T. H., Felsen, F., Merker, L., Ludwig, A., Bresser, D. & Stein, H. S., 18 Mar 2025, In: Advanced Energy Materials. 15, 11, 2404961.Research output: Contribution to journal › Article › peer-review
Open Access14 Scopus citations