Vincent C Paquit Section Head, Secure & Digital Manufacturing Contact paquitvc@ornl.gov | 865.241.1789 All Publications FY23 Multi-Dimensional Data Correlation Platform: Unified Software Architecture for AMMT Data Management and Processing Review of In Situ Sensing for Directed Energy Deposition for Industrial Part Quality Assessment... Machine Learning Enabled Sensor Fusion for In-Situ Defect Detection in L-PBF A Data-Driven Framework for Direct Local Tensile Property Prediction of Laser Powder Bed Fusion Parts Deep Learning Based Workflow for Accelerated Industrial X-Ray Computed Tomography Neural network-based single material beam-hardening correction for X-ray CT in Additive Manufacturing IN-SITU MONITORING ASSISTED LARGE-SCALE ADDITIVE MANUFACTURING OF MILD STEEL AND 316L ALLOYS FOR NUCLEAR APPLICATION... Scalable in situ non-destructive evaluation of additively manufactured components using process monitoring, sensor fusion, and machine learning Methods for rapid identification of anomalous layers in laser powder bed fusion... Enabling rapid X-ray CT characterisation for additive manufacturing using CAD models and deep learning-based reconstruction... Towards generic memory forensic framework for programmable logic controllers Observation of spatter-induced stochastic lack-of-fusion in laser powder bed fusion using in situ process monitoring... Simurgh: A Framework for Cad-Driven Deep Learning Based X-Ray CT Reconstruction Advancement of Certification Methods and Applications for Industrial Deployments of Components Derived from Advanced Manufacturing Technologies High Throughput Deep Learning-Based X-ray CT Characterization for Process Optimization in Metal Additive Manufacturing... A scalable digital platform for the use of digital twins in additive manufacturing Data Mining and Visualization of High-Dimensional ICME Data for Additive Manufacturing... Localized defect detection from spatially mapped, in-situ process data with machine learning... A stochastic scan strategy for grain structure control in complex geometries using electron beam powder bed fusion... Report on diagnostic and predictive capabilities of the TCR digital platform... Report on Properties and Microstructure of 3D Printed Inc-718 Digital Platform Informed Certification of Components Derived from Advanced Manufacturing Technologies... High Resolution X-Ray CT Reconstruction of Additively Manufactured Metal Parts using Generative Adversarial Network-based Dom... In-situ Digital Image Correlation and thermal monitoring in Directed Energy Deposition Additive Manufacturing TCR Data Management Plan... Pagination Current page 1 Page 2 Page 3 Next page ›› Last page Last » Key Links Curriculum Vitae Google Scholar ORCID LinkedIn Organizations Energy Science and Technology Directorate Manufacturing Science Division Secure and Digital Manufacturing Section