Computer Science | Materials Science | Nanophotonics Deep learning-driven forward and inverse design of nanophotonic nanohole arrays: streamlining design for tailored optical functionalities and enhancing accessibility. August 22, 2024
Chemistry | Materials Science Proton-Driven Dynamic Behavior of Nanoconfined Water in Hydrophilic MXene Sheets. August 20, 2024
Chemistry | Computational Science | Materials Science Data-driven quantum chemical property prediction leveraging 3D conformations with Uni-Mol. August 19, 2024
Materials Science | Mechanical Engineering Comparative study of the experimentally observed and GAN-generated 3D microstructures in dual-phase steels. August 19, 2024
Engineering | Materials Science | Measurement Science A Single-Camera-Based Three-Dimensional Velocity Field Measurement Method for Granular Media in Mass Finishing with Deep Learning. August 10, 2024
Materials Science Boosting-Crystal Graph Convolutional Neural Network for Predicting Highly Imbalanced Data: A Case Study for Metal-Insulator Transition Materials. August 9, 2024
Materials Science | Physics Giant Piezoelectric Effects of Topological Structures in Stretched Ferroelectric Membranes. August 9, 2024
Anti-counterfeiting technology | Materials Science | Photonics Laser Fabrication of Multi-Dimensional Perovskite Patterns with Intelligent Anti-Counterfeiting Applications. August 9, 2024
Electrical Engineering | Materials Science Deep learning tight-binding approach for large-scale electronic simulations at finite temperatures with ab initio accuracy. August 8, 2024
Materials Science | Nanoengineering Single-Image-Based Deep Learning for Precise Atomic Defect Identification. August 6, 2024
Artificial Intelligence | Chemistry | Materials Science Crystal Composition Transformer: Self-Learning Neural Language Model for Generative and Tinkering Design of Materials. August 5, 2024
Materials Science | Nanotechnology | Physics Real-time tracking of structural evolution in 2D MXenes using theory-enhanced machine learning. August 2, 2024