Papers matching “molecular machine learning” 33
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Machine Learning-Driven Surface-Enhanced Raman Spectroscopy (SERS) Profiling of Low Molecular Weight Serum from Cervical Cancer Patients2026 Analytical Letters article Materials Science Gold and Silver Nanoparticles Synthesis and Applications
Shama Sehar, Maria Ghafoor, Muhammad Zeeshan Majeed, Haq Nawaz, Nosheen Rashid, Hafiza Elbadie Ahmed, +8 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 -
Gold Nanoparticle-Assisted Surface-Enhanced Raman Spectroscopy (SERS) with Machine Learning Tools for the Early Screening of Blood Serum for Tongue Cancer2026 Analytical Letters article Materials Science Gold and Silver Nanoparticles Synthesis and Applications
Areej, Haq Nawaz, Muhammad Irfan Majeed, Nosheen Rashid, Hafiza Elbadie Ahmed, Kinza Khan, +9 more
0citations -
Multi-objective optimization and quantum hybridization of equivariant deep learning interatomic potentials2026 Jyväskylä University Digital Archive (University of Jyväskylä) article Materials Science Machine Learning in Materials Science Open access
G. Laskaris, D. Morozov, D. Tarpanov, A. Seth, J. Procelewska, Gautam G. Sai, +3 more
0citations -
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