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Battery Thermal Runaway Fault Prognosis in Electric Vehicles Based on Abnormal Heat Generation and Deep Learning Algorithms2022 IEEE Transactions on Power Electronics article Engineering Advanced Battery Technologies Research cited by 2 patents
Da Li, Peng Liu, Zhaosheng Zhang, Lei Zhang, Junjun Deng, Zhenpo Wang, +3 more
220citations -
Interpretable machine learning to identify problematic alcohol use in peacekeepers2026 Addictive Behaviors Reports article Medicine Substance Abuse Treatment and Outcomes Open access
Erito Marques de Souza Filho, Liliane Maria Pereira Vilete, Wanderson Fernandes de Souza, Eliane Volchan, Antônio Fernando Araújo Duarte, Roberta Benitez Freitas Passos, +9 more
0citations -
Multi-paradigm modelling for cyber–physical systems: a descriptive framework2021 Software & Systems Modeling article Computer Science Model-Driven Software Engineering Techniques Open access
Moussa Amrani, Dominique Blouin, Robert Heinrich, Arend Rensink, Hans Vangheluwe, Andreas Wortmann
30citations -
Physics-based machine learning for modeling thermo-hydraulic processes in a coaxial deep borehole heat exchanger, considering an explicit reservoir-wellbore representation: A case study of Cornwall, UK
Dimitra Teza, Ryan Santoso, Nora Koltzer, Denise Degen, Tony Bennett, Florian Wellmann
0citations -
Elucidating Parasitic Currents in Proton‐Exchange‐Membrane Electrolytic Cells via Physics‐Based and Data‐Driven Modeling2025 Electrochemical Science Advances article Engineering Fuel Cells and Related Materials Open access
Violeta Karyofylli, K. Ashoke Raman, Linus Hammacher, Yannik Danner, Hans Kungl, André Karl, +2 more
6citations -
Modelling of Broken Rotor Bars and Eccentricity Faults in Squirrel Cage Induction Machines2021 IEEE International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives (SDEMPED) conference-paper Engineering Machine Fault Diagnosis Techniques
Xinyi Yu, Stefan Quabeck, Stephan Schuller, Rik W. De Doncker
2citations -
LES Modeling Study on Cycle-to-Cycle Variations in a DISI Engine2020 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Chemical Engineering Advanced Combustion Engine Technologies
Tobias Falkenstein, Marco Davidovic, Antonio Attili, Mathis Bode, Hongchao Chu, Seongwon Kang, +2 more
2citations -
Hybrid Deep Learning‐Based Networks for Deterministic and Probabilistic Wind Nowcasting Within a Wake Vortex Warning System for Vertiport Operations2026 Meteorological Applications article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access
Sooseok Lee, Frank N. Holzäpfel, Anton Stephan, Dieter Moormann
0citations -
Stochastic models for window opening and air-conditioning usage in mixed-mode offices for a humid subtropical climate in Brazil2022 Building and Environment article Engineering Building Energy and Comfort Optimization Open access
Camila Chagas Anchieta Grassi, Karin Maria Soares Chvatal, Marcel Schweiker
18citations