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Human-Machine Patterns for System Design, Cooperation and Interaction in Socio-Cyber-Physical Systems: Introduction and General overview2022 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC) conference-paper Computer Science Advanced Software Engineering Methodologies
Frank Ole Flemisch, Marcel Usai, Nicolas Daniel Herzberger, Marcel Caspar Attila Baltzer, Daniel López Hernández, Marie‐Pierre Pacaux‐Lemoine
13citations -
Molecular Design of Fuels for Maximum Spark-Ignition Engine Efficiency by Combining Predictive Thermodynamics and Machine Learning2023 Energy & Fuels article Chemical Engineering Advanced Combustion Engine Technologies Open access
Lorenz Fleitmann, Philipp Ackermann, Johannes Schilling, Johanna Kleinekorte, Jan G. Rittig, Florian vom Lehn, +6 more
25citations -
Process model design for positive displacement compressors and their experimental validation: Comparison of Optimal Experimental Design and Machine Learning2023 International Journal of Refrigeration article Engineering Refrigeration and Air Conditioning Technologies
Christian Vering, Julian Möntenich, Martin Rätz, Tim Klebig, Rita Streblow, Dirk Müller
4citations -
An Ising machine formulation for design updates in topology optimization of flow channels2026 Engineering With Computers article Computer Science Metaheuristic Optimization Algorithms Research Open access
Yudai Suzuki, Shiori Aoki, Fabian Key, K. Endo, Yoshiki Matsuda, Shu Tanaka, +2 more
4citations -
An Ising Machine Formulation for Design Updates in Topology Optimization of Flow Channels2024 arXiv (Cornell University) preprint Engineering Advancements in Photolithography Techniques Open access
Yudai Suzuki, Fabian Key, Katsuhiro Endo, Yoshiki Matsuda, Shu Tanaka, Marek Behr, +1 more
0citations -
How exascale computing can shape drug design: A perspective from multiscale QM/MM molecular dynamics simulations and machine learning-aided enhanced sampling algorithms20citations
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Mechanistic machine learning for metamaterial fatigue strength design from first principles in additive manufacturing2024 Materials & Design article Engineering Additive Manufacturing Materials and Processes Open access
Mustafa Awd, Lobna Saeed, Sebastian Münstermann, Matthias G.R. Faes, Frank Walther
10citations -
Human-Centric Machine Learning Approach for Injection Mold Design: Towards Automated Ejector Pin Placement2023 Lecture notes in computer science conference-paper Engineering Manufacturing Process and Optimization cited by 1 patent
Robert Jungnickel, Johanna Lauwigi, Владимир Самсонов, Daniel Lütticke
2citations