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Automated model discovery for human cardiac tissue: Discovering the best model and parameters2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Engineering Elasticity and Material Modeling Open access
Denisa Martonová, Mathias Peirlinck, Kevin Linka, Gerhard A. Holzapfel, Sigrid Leyendecker, Ellen Kuhl
6citations -
Automated model discovery for human cardiac tissue: Discovering the best model and parameters2024 Computer Methods in Applied Mechanics and Engineering article Engineering Elasticity and Material Modeling Open access
Denisa Martonová, Mathias Peirlinck, Kevin Linka, Gerhard A. Holzapfel, Sigrid Leyendecker, Ellen Kuhl
46citations -
Analysis code and derived data for: Demographic Shortcuts Account for Most of the Apparent Accuracy of Four-Class Gait-Based Differential Diagnosis in Neurodegenerative Disease: An Interpretability-Driven Audit of Machine Learning on a Public Gait Benchmark0citations
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Analysis code and derived data for: Demographic Shortcuts Account for Most of the Apparent Accuracy of Four-Class Gait-Based Differential Diagnosis in Neurodegenerative Disease: An Interpretability-Driven Audit of Machine Learning on a Public Gait Benchmark0citations
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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 -
A reference model for common understanding of capabilities and skills in manufacturing2023 at - Automatisierungstechnik article Engineering Digital Transformation in Industry Open access
Aljosha Köcher, Jesko Hermann, Jürgen Bock, Kristof Meixner, Magnus Volkmann, Michael Winter, +3 more
68citations -
Approach to Generate a Simple Semantic Data Model from 2D Bridge Plans using AI-based Text Recognition2023 European Safety and Reliability Conference (ESREL) conference-paper Engineering BIM and Construction Integration Open access
Peter Gölzhäuser, Mengyan Peng, Jan‐Iwo Jäkel, Katharina Klemt‐Albert, Steffen Marx
3citations -
Model-Guided Local Bayesian Optimization for Tuning of Interpretable Controllers in Injection Molding2026 IEEE Conference on Control Technology and Applications (CCTA) conference-paper Engineering Injection Molding Process and Properties Open access
Jens Ahlers, Robert Göllinger, Xu Chen, Heike Vallery, Sebastian Stemmler
0citations