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High-throughput parameter estimation from experimental data using Bayesian Inference with accelerated sampling2026 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access
Basita Das, William Heymann, Yueming Wang, Uwe Rau, Thomas Kirchartz, Tonio Buonassisi
0citations -
ON THE INTEGRATION OF MULTIPLE LOAD PROTOCOLS FOR PARAMETER IDENTIFICATION AND CALIBRATION OF SUPERELASTIC SHAPE MEMORY ALLOY MODELS USING ARTIFICIAL NEURAL NETWORKS0citations
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The Fermi energy as common parameter to describe charge compensation mechanisms: A path to Fermi level engineering of oxide electroceramics2023 Journal of Electroceramics article Materials Science Dielectric properties of ceramics Open access
Andreas Klein, Karsten Albe, Nicole Bein, Oliver Clemens, Kim Alexander Creutz, Paul Erhart, +18 more
68citations -
DNN2: A hyper-parameter reinforcement learning game for self-design of neural network based elasto-plastic constitutive descriptions2021 Computers & Structures article Materials Science Machine Learning in Materials Science Open access
Alexander Fuchs, Yousef Heider, Kun Wang, WaiChing Sun, Michael Kaliske
58citations -
On the determination of the thermal shock parameter of MAX phases: A combined experimental-computational study2023 Journal of the European Ceramic Society article Materials Science MXene and MAX Phase Materials
Matej Fekete, Clio Azina, Pavel Ondračka, Lukas Löfler, Dimitri Bogdanovski, Daniel Primetzhofer, +2 more
8citations -
Coating process parameter influence on thin films for the ATHENA x-ray optics2022 Space Telescopes and Instrumentation: Ultraviolet to Gamma Ray conference-paper Materials Science Optical Coatings and Gratings Open access
Sonny Massahi, Desirée Della Monica Ferreira, Finn E. Christensen, Sara Svendsen, Nis C. Gellert, Arne S. Jegers, +11 more
2citations -
Parameter Study on the Effects of Spot-welding on the Electromagnetic Properties of Magnetic Cores Constructed from Electrical Steel2021 International Electric Drives Production Conference conference-paper Materials Science Magnetic Properties and Applications
David Ukwungwu, Thomas Krichel, Benedikt Schauerte, Nora Leuning, Simon Olschok, Uwe Reisgen, +1 more
0citations -
Correction to: The Fermi energy as common parameter to describe charge compensation mechanisms: a path to Fermi level engineering of oxide electroceramics2023 Journal of Electroceramics erratum Materials Science Ferroelectric and Piezoelectric Materials Open access
Andreas Klein, Karsten Albe, Nicole Bein, Oliver Clemens, Kim Alexander Creutz, Paul Erhart, +18 more
0citations -
On the determination of the thermal shock parameter of MAX phases: A combined experimental-computational study2023 RWTH Publications (RWTH Aachen) article Materials Science MXene and MAX Phase Materials Open access
Matej Fekete, Clio Azina, Pavel Ondračka, Lukas Löfler, Dimitri Bogdanovski, Daniel Primetzhofer, +2 more
0citations -
Modelica Implementation of a Unified Reversible Solid Oxide Cell Model: Complete Equations, Calibration Workflow, and Hardware-Specific Parameter Sets2026 SSRN Electronic Journal preprint Materials Science Advancements in Solid Oxide Fuel Cells Open access
Sreejoe Kaniyamparambil, Felix Kunert, Nerses Arutunian, Stefan Sterlepper, Simon Mertes, Adrian Schloßhauer, +1 more
0citations -
Effect of process parameters on additive-free electrospinning of regenerated silk fibroin nonwovens2020 Bioactive Materials article Materials Science Silk-based biomaterials and applications Open access
Alexander Kopp, Ralf Smeets, Martin Gosau, Nadja Kröger, Sandra Fuest, Marius Köpf, +5 more
82citations