Adam Thelen

A physics-informed deep learning approach for bearing fault detection

Sheng Shen, Hao Lü, Mohammadkazem Sadoughi et al. · Engineering Applications of Artificial Intelligence · 2021 · 259 citations

Computing, Computer Science, Physics +14

Integrating physics-based modeling and machine learning for degradation diagnostics of lithium-ion batteries

Adam Thelen, Yu Hui Lui, Sheng Shen et al. · Energy storage materials · 2022 · 131 citations

Engineering, Materials Engineering, Materials Science +17

Probabilistic machine learning for battery health diagnostics and prognostics—review and perspectives

Adam Thelen, Xun Huan, Noah H. Paulson et al. · npj Materials Sustainability · 2024 · 121 citations · Full text

Computing, Computer Science, Machine Learning +16

Augmented model-based framework for battery remaining useful life prediction

Adam Thelen, Meng Li, Chao Hu et al. · Applied Energy · 2022 · 77 citations

Engineering, Systems Engineering, Machine Learning +13

Physics-informed machine learning for battery degradation diagnostics: A comparison of state-of-the-art methods

Sina Navidi, Adam Thelen, Tingkai Li et al. · Energy storage materials · 2024 · 72 citations · Full text

Engineering, Materials Science, Physics +16