Chemistry | Material Science | Spectroscopy Single-Step Preprocessing of Raman Spectra Using Convolutional Neural Networks. January 21, 2020
Engineering | Material Science Knocking and Listening: Learning Mechanical Impulse Response for Understanding Surface Characteristics. January 15, 2020
Applied Mathematics | Engineering | Material Science Predicting Effective Diffusivity of Porous Media from Images by Deep Learning. January 1, 2020
Industrial Engineering | Material Science Detection of Micro-Defects on Irregular Reflective Surfaces Based on Improved Faster R-CNN. November 20, 2019
Material Science | Nanophotonics | Optics Full color generation with Fano-type resonant HfO nanopillars designed by a deep-learning approach. October 31, 2019
Catalysis | Chemistry | Material Science Convolutional Neural Network of Atomic Surface Structures To Predict Binding Energies for High-Throughput Screening of Catalysts. July 22, 2019
Engineering | Material Science | Nanophotonics Simultaneous Inverse-Design of Material and Structure via Deep-Learning: Demonstration of Dipole Resonance Engineering using Core-Shell Nanoparticles. June 14, 2019
Engineering | Material Science Research on Recognition Technology of Aluminum Profile Surface Defects Based on Deep Learning. May 25, 2019
Fluid Dynamics | Material Science | Multiphase Flow Toward Constitutive Models for Momentum, Species, and Energy Transport in Gas-Particle Flows. March 14, 2019
Engineering | Material Science Extracting Grain Orientations from EBSD Patterns of Polycrystalline Materials Using Convolutional Neural Networks. December 11, 2018
Engineering | Material Science Multi-Sensor Data Integration Using Deep Learning for Characterization of Defects in Steel Elements. November 13, 2018
Engineering | Material Science Advanced Steel Microstructural Classification by Deep Learning Methods. November 13, 2018