Materials Science | Mechanical Engineering Exploring Fracture of H-BN and Graphene by Neural Network Force Fields. June 26, 2024
Chemistry | Materials Science | Nanotechnology Work Function Prediction by Graph Neural Networks for Configurationally Hybridized Boron-Doped Graphene. March 21, 2024
Materials Science | Physics Metasurface inverse designed by deep learning for quasi-entire terahertz wave absorption. January 2, 2024
Other Semi-Selective Array for the Classification of Purines with Surface Plasmon Resonance Imaging and Deep Learning Data Analysis. July 28, 2023
Materials Science | Optics Versatile Recognition of Graphene Layers from Optical Images under Controlled Illumination through Green Channel Correlation Method. July 21, 2023
Catalysis | Chemistry | Electrochemistry | Materials Science Data-Driven Discovery of Graphene-Based Dual-Atom Catalysts for Hydrogen Evolution Reaction with Graph Neural Network and DFT Calculations. February 6, 2023
Biomedical Engineering | Neurology Metaplastic and energy-efficient biocompatible graphene artificial synaptic transistors for enhanced accuracy neuromorphic computing. September 7, 2022
Machine Learning | Materials Science | sensor technology Design and prediction of PIT devices through deep learning. April 27, 2022
Chemistry | Material Science | Physics Identifying the charge density and dielectric environment of graphene using Raman spectroscopy and deep learning. April 5, 2022
Engineering | Materials Science Transferable, Deep-Learning-Driven Fast Prediction and Design of Thermal Transport in Mechanically Stretched Graphene Flakes. October 14, 2021
Chemistry | Materials Science An Efficient Deep Learning Scheme To Predict the Electronic Structure of Materials and Molecules: The Example of Graphene-Derived Allotropes. November 3, 2020
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