Not finding it? Sign in to also search OpenAlex live.
-
Label-Free Surface-Enhanced Raman Spectroscopy (SERS) Combined with Machine Learning Using Gold Nanoparticles (AuNPs) as a Substrate for Characterizing Blood Serum from Hypopharyngeal Cancer Patients2026 Analytical Letters article Materials Science Gold and Silver Nanoparticles Synthesis and Applications
Asmat Ullah, Riha Zulfiqar, Muhammad Irfan Majeed, Muhammad Zeeshan Majeed, Haq Nawaz, Nosheen Rashid, +9 more
0citations -
Discovery of liquid crystalline polymers with high thermal conductivity using machine learning2025 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access
Hayato Maeda, Stephen Wu, Rika Marui, Erina Yoshida, Kan Hatakeyama‐Sato, Yuta Nabae, +13 more
16citations -
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 -
Machine Learning of Mechanisms in Combinatorial Metamaterials2021 International Congress on Artificial Materials for Novel Wave Phenomena (Metamaterials) conference-paper Materials Science Machine Learning in Materials Science
Ryan van Mastrigt, Corentin Coulais, Martin van Hecke, Marjolein Dijkstra
0citations -
Multi-objective optimization and quantum hybridization of equivariant deep learning interatomic potentials2026 Computational Materials Science article Materials Science Machine Learning in Materials Science Open access
G. Laskaris, D. Morozov, D. Tarpanov, A. Seth, J. Procelewska, G. Sai Gautam, +3 more
1citations -
Application of artificial neural networks for the prediction of interface mechanics: a study on grain boundary constitutive behavior2020 Advanced Modeling and Simulation in Engineering Sciences article Materials Science Microstructure and mechanical properties Open access
Mauricio Fernández, Shahed Rezaei, Jaber Rezaei Mianroodi, Felix Fritzen, Stefanie Reese
74citations