January 12, 2026 article Representation learning accelerates the development of models for Li-ion battery health diagnostics and prognostics Energy storage materials DOI: 10.1016/j.ensm.2026.104897 OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 3 References 6 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Parameter sensitivity analysis of electrochemical model-based battery management systems for lithium-ion batteries 2020 Applied Energy article Engineering Advanced Battery Technologies Research 251 citations One-shot battery degradation trajectory prediction with deep learning 2021 Journal of Power Sources article Engineering Advanced Battery Technologies Research Open access cited by 2 patents 234 citations State-of-health estimation for fast-charging lithium-ion batteries based on a short charge curve using graph convolutional and long short-term memory networks 2024 Journal of Energy Chemistry article Engineering Advanced Battery Technologies Research cited by 2 patents 71 citations A comparison between physics-based Li-ion battery models 2024 Electrochimica Acta article Engineering Advanced Battery Technologies Research Open access 59 citations Large-scale field data-based battery aging prediction driven by statistical features and machine learning 2023 Cell Reports Physical Science article Engineering Advanced Battery Technologies Research Open access 53 citations Unlocking the potential of unlabeled data: Self-supervised machine learning for battery aging diagnosis with real-world field data 2024 Journal of Energy Chemistry article Engineering Advanced Battery Technologies Research Open access 32 citations 6 results