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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 -
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 -
Navigating predictions at nanoscale: a comprehensive study of regression models in magnetic nanoparticle synthesis2024 Journal of Materials Chemistry B article Materials Science Machine Learning in Materials Science Open access
Lukas Glänzer, Lennart Göpfert, Thomas Schmitz‐Rode, Ioana Slabu
5citations -
Accurate distances measures and machine learning of the texture-property relation for crystallographic textures represented by one-point statistics2024 Modelling and Simulation in Materials Science and Engineering article Materials Science Machine Learning in Materials Science Open access
Tarek Iraki, Lukas Morand, Norbert Link, Stefan Sandfeld, Dirk Helm
2citations -
Computing formation enthalpies through an explainable machine learning method: the case of lanthanide orthophosphates solid solutions2024 Frontiers in Applied Mathematics and Statistics article Materials Science Machine Learning in Materials Science Open access
Edoardo Di Napoli, Xinzhe Wu, Thomas Bornhake, Piotr M. Kowalski
1citations -
Accurate prediction of structural and mechanical properties on amorphous materials enabled through machine-learning potentials: a case study of silicon nitride2024 arXiv (Cornell University) preprint Materials Science Machine Learning in Materials Science Open access
Ganesh Kumar Nayak, Prashanth Srinivasan, Juraj Todt, Rostislav Daniel, Paolo Nicolini, David Holec
1citations
21 results