Lithium-Ion Batteries

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2 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

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  1. Relative Discharge Stage (RDS) Classification: A Practical Indicator of Battery Discharge Progress

    Sep 23, 2026Khoa Tran, Tri Le, Hung-Cuong Trinh +1Lithium-Ion Batteries

    Data Science Laboratory, Faculty of Information Technology, Ton Duc Thang University, Ho Chi Minh City, 70000, Vietnam · AIWARE Limited Company, 17 Huynh Man Dat Street, Hoa Cuong Ward, Hai Chau District, Da Nang, 550000, Vietnam · Natural Language Processing and Knowledge Discovery Research Group, Faculty of Information Technology, Ton Duc Thang University, Ho Chi Minh City, 70000, Vietnam +2

  2. Joint Remaining Useful Life Prediction and Capacity Estimation of Lithium-Ion Batteries Using Partial-Charging Data

    Sep 18, 2026Khoa Tran, Ho-Si-Hung Nguyen, Phone Wai Yan Moe +2RUL EstimationMulti-Task Learning

    Data Science Laboratory, Faculty of Information Technology, Ton Duc Thang University, Ho Chi Minh City 70000, Vietnam · Faculty of Electrical Engineering, The University of Danang - University of Science and Technology (DUT), 54 Nguyen Luong Bang Street, Lien Chieu District, Da Nang 550000, Vietnam · AIWARE Limited Company, 17 Huynh Man Dat Street, Hoa Cuong Ward, Hai Chau District, Da Nang 550000, Vietnam +2

  3. Prototype-guided transfer of sparse literature knowledge for electrolyte additive discovery

    Sep 2, 2026Weixiang Hong, Hongting Du, Jiayue Tang +4Lithium-Ion BatteriesTransfer Learning

    Sustainable Energy and Environment Thrust and Guangzhou Municipal Key Laboratory of Materials Informatics, The Hong Kong University of Science and Technology (Guangzhou), Nansha, Guangzhou, 511400, Guangdong, P.R. China · Data Science and Analytics Thrust and Guangzhou Municipal Key Laboratory of Materials Informatics, The Hong Kong University of Science and Technology (Guangzhou), Nansha, Guangzhou, 511400, Guangdong, P.R. China · Department of Chemistry, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong SAR, P.R. China +1

  4. State of Health Estimation using Convolutional and Bidirectional LSTM Neural Networks tuned by Bayesian Optimization

    Aug 31, 2026Panagiotis Eleftheriadis, Foivos Georgios Kyrgios, Sonia LevaConvolutional RNNsLithium-Ion Batteries

    Department of Energy, Politecnico di Milano, via Lambruschini 4a, 20156 Milano, Italy

  5. LIBAD: A Multimodal Anomaly Detection Benchmark for Li-Ion Battery Electrode Manufacturing

    Aug 8, 2026Wenbo Sui, Daniel Lichau, Harold Phelippeau +1Industrial Anomaly DetectionMultimodal Anomaly Detection

    Thermo Fisher Scientific, 39 Rue d’Armagnac, Bordeaux, 33800, France · DTU Energy, Technical University of Denmark, Fysikvej 310, Kgs. Lyngby, 2800, Denmark · Thermo Fisher Scientific, 5350 NE Dawson Creek Dr, Hillsboro, OR 97124, USA

  6. PiDDM: Physics-Informed Differentiable Degradation Modeling for Lithium-Ion Battery State-of-Health Prediction

    Jul 31, 2026Zeping Chen, Ruda Jian, Sachin Sigdel +3RUL EstimationPhysics-Informed ML

    Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, IN, USA · Department of Mechanical Engineering, The University of Texas at Dallas, Richardson, TX, USA · Department of Aerospace and Mechanical Engineering, University of Notre Dame, Notre Dame, IN, USA +1

  7. Charging Phase Health Indicators for Battery State-of-Health Estimation: A Systematic Comparison of CC, CV, and Combined Approaches under Cross-Battery Validation

    Jul 26, 2026Huy Hoang Le, Kim-Anh NguyenBenchmark ValidityLithium-Ion Batteries

    a R&D Department, PowerMore Ltd., Viet Nam · b Faculty of Electrical Engineering, University of Science and Technology, The University of Danang, Viet Nam

  8. AI-Driven Surrogate Models for Predicting Electrode-Scale Discharge Behavior in Lithium-Ion Batteries

    Jul 22, 2026Mengda Xing, Jean-Marie Lagniez, Alejandro FrancoNeural Surrogate ModelingMaterials Science

    CRIL, UA · CRIL, UMR 8188, Université d’Artois, Rue Jean Souvraz SP 18, F-62307 Lens Cedex, France · LRCS +1

  9. Regime-Aware Physics-Guided Early Warning of Lithium-Ion Battery Thermal Runaway Using Thermo-Mechanical Signals

    Jul 21, 2026Syed Sajid Ullah, Muhammad Zunair Zamir, Salman KhanTemporal Convolutional NetworksPhysics-Informed ML

  10. Physics-Guided Masked Multi-Task Network for Edge-Friendly Battery Health Diagnostics from Sto-chastically Fragmented Charging Profiles

    Jul 19, 2026Shuhao Chen, Tianyu Shi, Chengyi TuRUL EstimationTransformer

    School of Economics and Management, Zhejiang Sci-Tech University, Hangzhou, 310018, China.

  11. Dynamic Loss Balancing for Joint SOH and RUL Prediction of Lithium-Ion Batteries via a Rotary SOH-Injected Prior Battery Transformer

    Jul 19, 2026Shuhao Chen, Tianyu Shi, Yiwen Huang +1RUL EstimationPredictive Maintenance

    School of Economics and Management, Zhejiang Sci-Tech University, Hangzhou, 310018, China.

  12. Bridging battery design and health assessment through virtual sensing and physics-informed learning

    Jul 18, 2026Wendi Guo, Søren Byg Vilsen, Daniel Ioan Stroe +4RUL EstimationMaterials Science

    Department of Chemistry, Uppsala University, Sweden · Department of Materials and Production, Aalborg University, Denmark · Department of Energy, Aalborg University, Denmark +2

  13. BattVAE-GP: Generative Modeling of Long-Horizon Battery Degradation with Uncertainty Quantification

    Jul 11, 2026Raghvender Raghvender, Mahdi Abid, Ferran Brosa Planella +2Surrogate ModelingUncertainty Quantification

    Laboratoire de Réactivité et de Chimie des Solides (LRCS), UMR CNRS 7314-Université de Picardie Jules Verne, 15 Rue Baudelocque, 80000, Amiens, France · Réseau sur le Stockage Electrochimique de l’Energie (RS2E), CNRS FR 3459, Hub de l’Energie, 15 Rue Baudelocque, 80000, Amiens, France · Predeeption (INRIA Startup Studio / CNRS Innovation), Hub de l’energie, 80000, Amiens, France +2

  14. IonSense-QKG: A Quantum-Readiness Metadata Framework for Lithium-Ion Battery Dataset Discovery

    Jul 1, 2026Sakthi Prabhu Gunasekar, Prasanna Kumar RangarajanLithium-Ion Batteries

    Amrita School of Computing, Amrita Vishwa Vidyapeetham Coimbatore, India

  15. Physics-Informed Neural Network with Transfer Learning for State Estimation in Lithium-Ion Batteries using the Single Particle Model with Electrolyte

    Jun 26, 2026Gift Modekwe, Qiugang LuPDE Surrogate ModelingTransfer Learning

    Department of Chemical Engineering, Texas Tech University, Lubbock, TX 79409, USA

  16. Comparative Study of Neural Surrogate Architectures for Autoregressive Prediction of Internal Battery States

    Jun 18, 2026Gihyun Lee, Thorben Menne, Simon Olma +2Neural Surrogate ModelingPDE Surrogate Modeling

    Technische Universität Berlin, Berlin, Germany · IAV GmbH, Berlin, Germany

  17. Autonomous End-to-End SOH Prediction Services for Battery Systems via Temporal-Contrastive Representation Learning

    Jun 15, 2026Junting Wen, Dan Li, Qihao Quan +8Contrastive LearningSelf-Supervised Time Series Representation Learning

    School of Software Engineering, Sun Yat-sen University, Zhuhai 519082, China · Tianneng Battery Group Co., Ltd, Zhejiang, China · School of Communication Engineering, Hangzhou Dianzi University, China +1

  18. Battery detection of XRay images using transfer learning

    Jun 10, 2026Nermeen Abou Baker, David Rohrschneider, Uwe HandmannTransfer LearningObject Detection

    1- Ruhr West University of Applied Sciences - Dept of Computer Science Lutzowstrassse 5, 46236 Bottrop - Germany

  19. Vision-Guided Dual-Arm Humanoid Robotic Disassembly of End-of-Life 18650 Lithium-ion Battery Packs

    Jun 6, 2026Yile Chen, Zhihao Liu, Xi Vincent Wang +1Bimanual Robotic ManipulationRobotic Manipulation

    KTH Royal Institute of Technology, Brinellvägen 8, 114 28, Stockholm, Sweden

  20. AI-Guided Design and Optimization of Graphite-Based Anodes via Iterative Experimental Feedback

    May 29, 2026Qian Du, Mark M. Sullivan, James E. Saal +1Surrogate-Assisted OptimizationMaterials Science

    hte GmbH, Kurpfalzring 104, 69123 Heidelberg, Germany · Citrine Informatics, 2629 Broadway St., Redwood City, CA 94063, USA

  21. MagBridge-Battery: A Synthetic Bridge Dataset for Li-ion Magnetometry and State-of-Health Diagnostics

    May 17, 2026Sakthi Prabhu Gunasekar, Prasanna Kumar RangarajanBenchmark DesignSynthetic Data Generation

    Dept. of Computer Science & Engineering Amrita School of Computing Amrita Vishwa Vidyapeetham, India

  22. Causal Anomaly Detection for Lithium-Ion Battery Degradation

    May 17, 2026Dieter W. Heermann, Hagen HeermannPredictive MaintenanceTime-Series Anomaly Detection

    Institute for Theoretical Physics, Heidelberg University, Philosophenweg 19, D-69120 Heidelberg, Germany · Intilion GmbH, Wollmarktstraße 115c, D-33098 Paderborn, Germany

  23. C2L-Net: A Data-Driven Model for State-of-Charge Estimation of Lithium-Ion Batteries During Discharge

    May 9, 2026Khoa Tran, T. Nguyen-Thoi, Vin Nguyen-Thai +3Lithium-Ion Batteries

    Data Science Laboratory, Faculty of Information Technology, Ton Duc Thang University, Ho Chi Minh City, Vietnam. · Laboratory for Applied and Industrial Mathematics, Institute for Computational Science and Artificial Intelligence, Van Lang University, Ho Chi Minh City, 70000, Viet Nam. · Faculty of Mechanical, Electrical, and Computer Engineering, Van Lang School of Technology, Van Lang University, Ho Chi Minh City, 70000, Viet Nam. +6

  24. Physics-Enhanced Deep Learning for Proactive Thermal Runaway Forecasting in Li-Ion Batteries

    Apr 22, 2026Salman Khan, Syed Sajid Ullah, Muhammad Zunair Zamir +3Recurrent Neural NetworksPhysics-Informed ML

  25. Continuous ageing trajectory representations for knee-aware lifetime prediction of lithium-ion batteries across heterogeneous dataset

    Apr 17, 2026Agnieszka Pregowska, Stefan MarynowiczRUL EstimationDomain Generalization

  26. A Density-Matrix Framework for Electronic-Structure Analysis of Electrolytes for Lithium Batteries

    Date pendingMingkang Liu, Huize Yu, Lei ShenQuantum ChemistryMaterials Science

    Department of Mechanical Engineering, National University of Singapore, 9 Engineering Drive 1, Singapore 117575, Singapore · National University of Singapore (Chongqing) Research Institute, Chongqing 401120, China · National University of Singapore Guangzhou Research Translation and Innovation Institute, Guangzhou, Guangdong 510700, China