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Efficient surrogate models for materials science simulations: Machine learning-based prediction of microstructure properties2024 Machine Learning with Applications article Materials Science Machine Learning in Materials Science Open access
Binh Duong Nguyen, Pavlo Potapenko, Aytekin Demirci, Kishan Govind, Sébastien Bompas, Stefan Sandfeld
22citations -
Automatic Data Curation and Analysis Pipeline for Electrochemical Impedance Spectroscopy Measurements Conducted on Solid Oxide Cell Stacks2023 ECS Transactions conference-paper Materials Science Advancements in Solid Oxide Fuel Cells Open access
Christian Mänken, Dominik Schäfer, Rüdiger‐A. Eichel, Felix Kunz
3citations -
How Microstructures, Oxide Layers, and Charge Transfer Reactions Influence Double Layer Capacitances. Part 2: Equivalent Circuit Models2024 Electrochemical Science Advances article Materials Science Supercapacitor Materials and Fabrication Open access
Maximilian Schalenbach, Luc H.J. Raijmakers, Hermann Tempel, Rüdiger‐A. Eichel
9citations -
Predicting localised corrosion and mechanical performance of a PEO surface modified rare earth magnesium alloy for implant use through in-silico modelling2023 Bioactive Materials article Materials Science Magnesium Alloys: Properties and Applications Open access
Kerstin van Gaalen, Conall Quinn, Marek Weiler, Felix Gremse, Felix Benn, P.E. McHugh, +2 more
19citations -
Melt Electrowriting of Complex 3D Anatomically Relevant Scaffolds2020 Frontiers in Bioengineering and Biotechnology article Materials Science Electrospun Nanofibers in Biomedical Applications Open access cited by 1 patent
Navid Toosi Saidy, Tara Shabab, Onur Bas, Diana M. Rojas‐González, Matthias F. Menne, Dietmar Werner Hutmacher, +2 more
124citations -
Unravelling the Interplay between Degradation and Impedance through Physical Modeling – a White Box Approach2025 ECS Meeting Abstracts conference-abstract Materials Science Advancements in Solid Oxide Fuel Cells
Marisa Knappe, Thomas Kadyk, Andrei A. Kulikovsky, Michael Hermann Eikerling
0citations