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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 -
Data-driven adaptive approach integrating genetic algorithm and conditional generative adversarial network for minimizing earing formation in industrially rolled aluminium strips2026 Transactions of the Indian Institute of Metals article Materials Science Machine Learning in Materials Science Open access
Nilesh Thakare, Kai Karhausen, Holger Brüggemann, Emad Scharifi, Junhe Lian
0citations -
Determination of temperature dependent static Young's modulus of refractory ceramics using RUL tests2022 International Journal of Ceramic Engineering & Science article Materials Science Advanced ceramic materials synthesis Open access
Michel Henze, Wanja Reichert, Thorsten Tonnesen, Rainer Telle, Gerhard Hirt
3citations -
Cell Calcification Models and Their Implications for Medicine and Biomaterial Research2025 Advanced Healthcare Materials article Materials Science Calcium Carbonate Crystallization and Inhibition Open access
Caterina Vanelli Coralli, Robert Dzhanaev, Aaron M. Morgan, Willi Jahnen‐Dechent, Sérgio Bertazzo
2citations -
Wisdom of Crowds for Supporting the Safety Evaluation of Nanomaterials2025 Environmental Science & Technology article Materials Science Nanoparticles: synthesis and applications Open access
Laura Aliisa Saarimäki, Michele Fratello, Giusy del Giudice, Emanuele Di Lieto, Antreas Afantitis, Harri Tapio Alenius, +21 more
3citations -
Coarse-grained physics-based modelling for tape casting of fuel-electrode supports in Solid Oxide Cells2025 Journal of Power Sources article Materials Science Advancements in Solid Oxide Fuel Cells Open access
Tan Le Dinh, Mohammed Alabdali, Franco M. Zanotto, Hartmut Schlenz, Norbert Heribert Menzler, Olivier Guillon, +1 more
1citations -
Material Design for Low-Loss Non-Oriented Electrical Steel for Energy Efficient Drives2021 Materials article Materials Science Magnetic Properties and Applications Open access cited by 1 patent
Nora Leuning, Markus Jaeger, Benedikt Schauerte, Anett Stöcker, Rudolf Kawalla, Xuefei Wei, +6 more
36citations -
Structural insight into the cooperativity of spin crossover compounds2023 Acta Crystallographica Section B Structural Science Crystal Engineering and Materials article Materials Science Magnetism in coordination complexes Open access
Hend Shahed, Manuel Angst, Jörg Voigt, J. Perßon, Karl Wilhelm Törnroos, Dmitry Chernyshov, +5 more
5citations -
Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learning2020 Journal of Computational Physics article Materials Science Machine Learning in Materials Science Open access cited by 3 patents
Kevin Linka, Markus Hillgärtner, Kian P. Abdolazizi, Roland Can Aydin, Mikhail Itskov, Christian Johannes Cyron
341citations -
Development of a Bioreactor-Coupled Flow-Cell Setup for 3D In Situ Nanotomography of Mg Alloy Biodegradation2023 ACS Applied Materials & Interfaces article Materials Science Magnesium Alloys: Properties and Applications Open access
Jan Reimers, Huu Chánh Trinh, Björn Wiese, Sebastian Meyer, Jens Brehling, Silja Flenner, +10 more
10citations