Chunsong Lin

机构：Southwest University of Science and Technology, Yibin University

发表论文 6 篇 · 总被引 237 次 · h-index 5

代表论文

• A lightweight two-stage physics-informed neural network for SOH estimation of lithium-ion batteries with different chemistries (2025 · Journal of Energy Chemistry · 被引 78)
• Physics-informed machine learning for accurate SOH estimation of lithium-ion batteries considering various temperatures and operating conditions (2025 · Energy · 被引 66)
• Battery SOC estimation with physics-constrained BiLSTM under different external pressures and temperatures (2025 · Journal of Energy Storage · 被引 50)
• Accurate Capacity Prediction and Evaluation with Advanced SSA-CNN-BiLSTM Framework for Lithium-Ion Batteries (2024 · Batteries · 被引 24)
• Combining Multi-Indirect Features Extraction and Optimized Gaussian Process Regression Algorithm for Online State of Health Estimation of Lithium-Ion Batteries (2024 · Journal of Electrochemical Energy Conversion and Storage · 被引 6)
• Physics-augmented state of health estimation for lithium-ion batteries with relaxation voltage features: Evaluation of two lightweight physics-informed neural network -driven approaches (2026 · Journal of Energy Storage)