RESEARCH PAPER · Materials Today Communications · 2022
Materials informatics of woven fabric composites: Effect of different dimensionality reduction and learning methods
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Designing Sustainable Hydrophilic Interfaces via Feature Selection from Molecular Descriptors and Time-Domain Nuclear Magnetic Resonance Relaxation Curves
Polymers · 2024-03-15
Masayuki Okada, Yoshifumi Amamoto, Jun Kikuchi
Read original paper ↗ ·A critical review on machine learning applications in fiber composites and nanocomposites: Towards a control loop in the chain of processes in industries
Materials & Design · 2024-08-13
Allan Gomez-Flores, Hyunjae Cho, Gilsang Hong, Hyojeong Nam, Hyunjung Kim, Yong-Sik Chung
Read original paper ↗ ·Hybrid data-driven model for predicting the shear strength of discontinuous rock materials
Materials Today Communications · 2024-09-04
Daxing Lei, Yaoping Zhang, Zhigang Lu, Liu Bo, Hang Lin
Read original paper ↗ ·DiMAT Materials Modeler (DiMM): An Interactive Framework for Materials Property Prediction and Optimization Using a Hybrid Machine Learning - Genetic Algorithm Approach
IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC) · 2025-06-16
Ioannis Papadimitriou, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Yiannis Kompatsiaris
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