Reconstruction of 3D Concrete Microstructures Combining High-Resolution Characterization and Convolutional Neural Network for Image Segmentation ORNL Report February, 2024
New approaches to an old problem: addressing spatial gaps in the World Stress Map Journal January, 2024
A mesoscale 3D model of irradiated concrete informed via a 2.5 U-Net semantic segmentation... Journal January, 2024
Exploring Object Detection and Image Classification Tasks for Niche Use Case in Naturalistic Driving Studies Conference Paper January, 2024
Self-supervised learning of spatiotemporal thermal signatures in additive manufacturing using reduced order physics models and transformers Journal January, 2024
Machine Learning Enabled Sensor Fusion for In-Situ Defect Detection in L-PBF... ORNL Report December, 2023
A Data-Driven Framework for Direct Local Tensile Property Prediction of Laser Powder Bed Fusion Parts Journal November, 2023
Leveraging the digital thread for physics-based prediction of microstructure heterogeneity in additively manufactured parts Journal November, 2023
Neural network-based single material beam-hardening correction for X-ray CT in Additive Manufacturing Conference Paper October, 2023
Deep Learning Based Workflow for Accelerated Industrial X-Ray Computed Tomography Conference Paper October, 2023
