June 03, 2024 article Open access Probabilistic machine learning for battery health diagnostics and prognostics—review and perspectives npj Materials Sustainability DOI: 10.1038/s44296-024-00011-1 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 1 stored of 157 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 Unlocking battery insights with interpretable machine learning 2025 Joule article Engineering Advanced Battery Technologies Research 5 citations 1 result References 5 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 Review—“Knees” in Lithium-Ion Battery Aging Trajectories 2022 Journal of The Electrochemical Society article Engineering Advanced Battery Technologies Research Open access 497 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 Physics-informed neural networks for electrode-level state estimation in lithium-ion batteries 2021 Journal of Power Sources article Engineering Advanced Battery Technologies Research cited by 6 patents 149 citations Principles of the Battery Data Genome 2022 Joule article Engineering Advancements in Battery Materials Open access 130 citations Estimation of Li‐Ion Degradation Test Sample Sizes Required to Understand Cell‐to‐Cell Variability** 2021 Batteries & Supercaps article Engineering Advanced Battery Technologies Research Open access 47 citations 5 results