Chemistry | Forensic Science | Materials Science Identifying Sample Provenance From SEM/EDS Automated Particle Analysis via Few-Shot Learning Coupled With Similarity Graph Clustering. July 31, 2024
Materials Science | Mechanical Engineering Separation of Damage Mechanisms in Full Forward Rod Extruded Case-Hardening Steel 16MnCrS5 Using 3D Image Segmentation. June 27, 2024
Materials Science | Space Exploration Unlocking the potential: analyzing 3D microstructure of small-scale cement samples from space using deep learning. January 25, 2024
Biotechnology | Material Science | Microbiology Exploring the infiltrative and degradative ability of Fusarium oxysporum on polyethylene terephthalate (PET) using correlative microscopy and deep learning. December 27, 2023
Chemistry | Materials Science SEMPro: A Data-Driven Pipeline To Learn Structure-Property Insights from Scanning Electron Microscopy Images. November 16, 2023
Biomedical Materials Research Evaluation of reproducible cryogel preparation based on automated image analysis using deep learning. June 22, 2023
Electromagnetic Interference Shielding | Material Science Visualization of Deep Convolutional Neural Networks to Investigate Porous Nanocomposites for Electromagnetic Interference Shielding. April 25, 2023
Microscopy | Semiconductor Devices Super-resolution method for SEM images based on pixelwise weighted loss function. February 4, 2023
Machine Learning | Pharmaceutical Science The applications of Machine learning (ML) in designing dry powder for inhalation by using thin-film-freezing technology. September 29, 2022
Hematology | Pathology Using DeepLab v3 + -based semantic segmentation to evaluate platelet activation. April 29, 2022
Artificial Intelligence | Materials Science | Microbiology Artificial Intelligence-driven Image Analysis of Bacterial Cells and Biofilms. December 24, 2021
Basic Science | Materials Science | nanofabrication Robust autofocusing for scanning electron microscopy based on a dual deep learning network. October 23, 2021