Explainable Deep Learning–Guided Screening of LiNO <sub>3</sub> -Based Molten-Salt Phase Change Materials for Lithium-Ion Battery Safety
-based PCMs, providing a simple, fast, and potentially transformative complementary approach to traditional thermal analysis methods for PCM screening.
Authors
- Jinhyuk Choi (ORCID: https://orcid.org/0000-0002-9143-4810)
- Xianshuang Wang (ORCID: https://orcid.org/0000-0002-1662-9765)
- J. Yoh (ORCID: https://orcid.org/0000-0002-5622-8368)
Institutions
- Beijing Institute of Technology (CN)
- Seoul National University (KR)
Publication Details
- Journal
- Analytical Chemistry
- Published
- 2026-04-01
- DOI
- https://doi.org/10.1021/acs.analchem.5c06917
- Primary Topic
- Advanced Battery Technologies Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Seoul National University
- National Research Foundation of Korea