Vincent C Paquit Section Head, Secure & Digital Manufacturing Contact paquitvc@ornl.gov | 865.241.1789 All Publications 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 Neural network-based single material beam-hardening correction for X-ray CT in Additive Manufacturing Deep Learning Based Workflow for Accelerated Industrial X-Ray Computed Tomography Scalable in situ non-destructive evaluation of additively manufactured components using process monitoring, sensor fusion, and machine learning IN-SITU MONITORING ASSISTED LARGE-SCALE ADDITIVE MANUFACTURING OF MILD STEEL AND 316L ALLOYS FOR NUCLEAR APPLICATION... 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... Data Mining and Visualization of High-Dimensional ICME Data for Additive Manufacturing... A scalable digital platform for the use of digital twins in 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... Digital Platform Informed Certification of Components Derived from Advanced Manufacturing Technologies... Report on diagnostic and predictive capabilities of the TCR digital platform... Report on Properties and Microstructure of 3D Printed Inc-718 High Resolution X-Ray CT Reconstruction of Additively Manufactured Metal Parts using Generative Adversarial Network-based Dom... TCR Data Management Plan... In-situ Digital Image Correlation and thermal monitoring in Directed Energy Deposition Additive Manufacturing Beam Hardening Artifact Reduction in X-Ray CT Reconstruction of 3D Printed Metal Parts Leveraging Deep Learning and CAD Model... Report on Progress of correlation of in-situ and ex-situ data and the use of artificial intelligence to predict defects 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