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Application of Machine Learning in Nanotoxicology: A Critical Review and Perspective2024 Environmental Science & Technology article Materials Science Machine Learning in Materials Science Open access
Yunchi Zhou, Ying Wang, Willie J.G.M. Peijnenburg, Martina G. Vijver, Surendra Balraadjsing, Zhaomin Dong, +9 more
32citations -
Hemocompatibility Evaluation of Biomaterials—The Crucial Impact of Analyzed Area2021 ACS Biomaterials Science & Engineering article Materials Science Polymer Surface Interaction Studies Open access
Johanna C. Clauser, Judith Maas, Jutta Arens, Thomas Schmitz‐Rode, Ulrich Steinseifer, Benjamin Berkels
22citations -
Workflow for high‐resolution phase segmentation of cement clinker from combined BSE image and EDX spectral data2021 Journal of Microscopy article Materials Science Electron and X-Ray Spectroscopy Techniques Open access
Mingze Jiang, Christiane Rößler, Eva Wellmann, Jop Klaver, Florian Kleiner, Joyce Schmatz
10citations -
A systematic approach for quantitative orientation and phase fraction analysis of thin films through grazing-incidence X-ray diffraction2025 Journal of Applied Crystallography article Materials Science X-ray Diffraction in Crystallography Open access
Jorid Smets, Josef Simbrunner, Mario Fratschko, Víctor Rubio‐Giménez, Rob Ameloot, Hans‐Georg Steinrück, +1 more
5citations -
An open-source robust machine learning platform for real-time detection and classification of 2D material flakes2023 arXiv (Cornell University) preprint Materials Science 2D Materials and Applications Open access
Jan-Lucas Uslu, Taoufiq Ouaj, David Tebbe, Jo Henri Bertram, Marc Schütte, Kenji Watanabe, +4 more
2citations -
Common workflows for computing material properties using different quantum engines2021 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access
Sebastiaan P. Huber, Emanuele Bosoni, Marnik Bercx, Augustin Degomme, Vladimir Dikan, Kristjan Eimre, +19 more
40citations -
Automated ex-situ detection of pitting corrosion and its effect on the mechanical integrity of rare earth magnesium alloy - WE432021 Bioactive Materials article Materials Science Magnesium Alloys: Properties and Applications Open access
Kerstin van Gaalen, Felix Benn, P.E. McHugh, Alexander Kopp, Ted J. Vaughan
36citations -
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 -
A radiochemical lab-on-a-chip paired with computer vision to unlock the crystallization kinetics of (Ba,Ra)SO42024 Scientific Reports article Materials Science Crystallization and Solubility Studies Open access
Jenna Poonoosamy, Alexander Kaspor, Christian Schreinemachers, Dirk Bosbach, Oskar Cheong, Piotr M. Kowalski, +1 more
10citations -
Rate dependence of damage formation in metallic-intermetallic Mg-Al-Ca composites2023 arXiv (Cornell University) preprint Materials Science Magnesium Alloys: Properties and Applications Open access
Setareh Medghalchi, Muhammad Zubair, Stefanie Sandlöbes-Haut, U. Kerzel, Sandra Korte‐Kerzel
1citations
25 results