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Car-Following Model Calibration Based on Driving Simulator Data to Study Driver Characteristics and to Investigate Model Validity in Extreme Traffic Situations11citations
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A system modeling process based on SysML to support data consistency across system requirement, function, and solution model layers2023 Journal of Engineering Design article Engineering Systems Engineering Methodologies and Applications
Yizhe Zhang, Georg Jacobs, Wei Yu, Gregor Höpfner, Joerg Berroth
10citations -
Model compendium, data, and optimization benchmarks for sector-coupled energy systems2020 Computers & Chemical Engineering article Engineering Integrated Energy Systems Optimization Open access
Susanne Saß, Timm Faulwasser, Dinah Elena Hollermann, Chrysoula Dimitra Kappatou, Dominique Sauer, David Yang Shu, +5 more
38citations -
Data-driven systematic parameter identification of an electrochemical model for lithium-ion batteries with artificial intelligence2021 Energy storage materials article Engineering Advanced Battery Technologies Research Open access cited by 2 patents
Weihan Li, Iskender Demir, Decheng Cao, Dominik Jöst, Florian Ringbeck, Dirk Uwe Sauer
210citations -
Predictive Data-Driven Model Based on Generative Adversarial Network for Premixed Turbulence-Combustion Regimes2022 Combustion Science and Technology article Engineering Combustion and flame dynamics Open access
Temistocle Grenga, Ludovico Nista, Christoph Schumann, Gandolfo Scialabba, Antonio Attili, Heinz G. Pitsch
15citations -
Real-time data sensing and digital twin model development for pavement material mixing: enhancing workability and optimisation2024 International Journal of Pavement Engineering article Engineering Asphalt Pavement Performance Evaluation Open access
Chonghui Wang, Xiaodong Zhou, Yuqing Zhang, Hainian Wang, Markus Oeser, Pengfei Liu
2citations