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Optimization workflow to parameterize elastomer material models based on arbitrary time‐domain measurement data2023 Journal of Applied Polymer Science article Engineering Elasticity and Material Modeling Open access
Tobias Rapp, Georg Jacobs, Joerg Berroth, Ralf Bauermeister, Stefan Wischmann
2citations -
An exploration of contrastive self-supervised learning for reconstructed atom probe tomography data2026 Machine Learning Science and Technology article Engineering Advanced Materials Characterization Techniques Open access
Janis A. Sälker, Marcus Hans, Jochen M. Schneider, Raheleh Hadian
0citations -
A data-driven elucidation of the challenges in designing stable quinone derivatives for aqueous organic redox flow batteries: correlations between thermodynamics of chemical degradation and energy capacity metrics2026 Science and Technology of Advanced Materials article Engineering Advanced battery technologies research Open access
Ning Lu, Shiyao Ju, Daniel Willimetz, Shengming Tang, Abhishek Khetan
0citations -
Automated generation of mechanistic models for chemical process digital twins using reinforcement learning part I: Conceptual framework and equation generation2025 Computers & Chemical Engineering article Engineering Control Systems and Identification Open access
Mathis Heyer, Jiyizhe Zhang, Naoto Sugisawa, Jan-Frederic Laub, Alexei A. Lapkin
5citations
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