Materials Science | Nanotechnology | Physics Contrast Transfer Function-Based Exit-Wave Reconstruction and Denoising of Atomic-Resolution Transmission Electron Microscopy Images of Graphene and Cu Single Atom Substitutions by Deep Learning Framework. October 10, 2020
Civil Engineering | Construction | Materials Science Mixture Optimization of Recycled Aggregate Concrete Using Hybrid Machine Learning Model. October 2, 2020
Computer Vision | Materials Science A Study of Defect Detection Techniques for Metallographic Images. October 2, 2020
Engineering | Materials Science Generating Input Data for Microstructure Modelling: A Deep Learning Approach Using Generative Adversarial Networks. September 26, 2020
Materials Science | Physics Magnetic Hamiltonian parameter estimation using deep learning techniques. September 26, 2020
Machine Learning | Materials Science | Nanotechnology Virtual molecular projections and convolutional neural networks for end-to-end modeling of nanoparticle activities and properties. September 24, 2020
Chemistry | Materials Science | Nanotechnology Generating Multiscale Amorphous Molecular Structures Using Deep Learning: A Study in 2D. September 24, 2020
Materials Science | Physics Parameter estimation for pattern formation induced by ion bombardment of solid surfaces using deep learning. September 17, 2020
Materials Science | Nanotechnology | Physics Tracking atomic structure evolution during directed electron beam induced Si-atom motion in graphene via deep machine learning. September 15, 2020
Chemical Engineering | Materials Science ChemNet: A Deep Neural Network for Advanced Composites Manufacturing. September 11, 2020
Engineering | Machine Learning | Materials Science Comparative Analysis of Machine Learning Models for Nanofluids Viscosity Assessment. September 10, 2020
Manufacturing | Materials Science On-machine surface defect detection using light scattering and deep learning. September 9, 2020