Jacob Hamar

Physics-Informed Neural Networks for State of Health Estimation in Lithium-Ion Batteries

Tobias Hofmann, Jacob Hamar, Marcel Rogge et al. · Journal of The Electrochemical Society · 2023 · 86 citations · Full text

Computing, Computer Science, Physics +17

Transfer learning from synthetic data for open-circuit voltage curve reconstruction and state of health estimation of lithium-ion batteries from partial charging segments

Tobias Hofmann, Jacob Hamar, Bastian Mager et al. · Energy and AI · 2024 · 25 citations · Full text

Computing, Computer Science, Electrical Engineering +17

Anode Potential Estimation in Lithium-Ion Batteries Using Data-Driven Models for Online Applications

Jacob Hamar, Simon V. Erhard, Christoph Zoerr et al. · Journal of The Electrochemical Society · 2021 · 21 citations · Full text

Engineering, Chemical Engineering, Electrical Engineering +17

State-of-health estimation using a neural network trained on vehicle data

Jacob Hamar, Simon V. Erhard, Angelo Canesso et al. · Journal of Power Sources · 2021 · 20 citations

Engineering, Automotive Engineering, Automotive Diagnostics +13

The <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si69.svg" display="inline" id="d1e1600"><mml:mrow><mml:mi>Δ</mml:mi><mml:mi>Q</mml:mi></mml:mrow></mml:math>-method: State of health and degradation mode estimation for lithium-ion batteries using a mechanistic model with relaxed voltage points

Tobias Hofmann, Jiahao Li, Jacob Hamar et al. · Journal of Power Sources · 2024 · 14 citations · Full text

Engineering, Materials Engineering, Materials Science +17