Amir K Ziabari Senior R&D Staff Data Scientist Contact ziabariak@ornl.gov All Publications IN-SITU PROCESS MONITORING EVALUATION AND DEMONSTRATION USING ADVANCED CHARACTERIZATION WITH LASER POWDER BED SYSTEMS A Co-Registered In-Situ and Ex-Situ Dataset from Wire Arc Additive Manufacturing process A Three-dimensional Nanoscale View of Electrocatalyst Degradation in Hydrogen Fuel Cells Dual X-ray computed tomography-aided classification of melt pool boundaries and flaws in crept additively manufactured parts... FY23 Multi-Dimensional Data Correlation Platform: Unified Software Architecture for AMMT Data Management and Processing Accelerating the Scalability of PrintCast structures using High Pressure Die Casting... 2.5D Super-Resolution Approaches for X-Ray Computed Tomography-Based Inspection of Additively Manufactured Parts... Evaluation of Directed Energy Deposition and Laser Powder Bed Fusion Nickel-Based Alloys Process Application Envelopes Based ... Process-Property-Performance Mapping of Additively Manufactured 316H Stainless Steel Components FY 2024 Multidimensional Data Correlation Platform: Unified Software Architecture For Advanced Materials And Manufacturing Technologies Data Management And Processing A Learnt Half-Quadratic Splitting-Based Algorithm for Fast and High-Quality Industrial Cone-beam CT Reconstruction Recent Advances on the Use of In Situ Monitoring as an Nondestructive Evaluation Tool for Additive Manufacturing Processes Complete Optimization of LPBF Ni-Based Alloys Down-Selected from FY23 Candidate Materials Including, Thermodynamic Modeling, Sample Fabrication and Microstructure Characterization Oak Ridge National Laboratory's Strategic Research and Development Insights for Digital Twins YOLO2U-Net: Detection-guided 3D instance segmentation for microscopy Digital polycrystalline microstructure generation using diffusion probabilistic models Creep deformation and cavitation in an additively manufactured Al-8.6Cu-0.4Mn-0.9Zr (wt%) alloy Reduction kinetics of hematite powder using argon/hydrogen plasma with prospects for near net shaping of sustainable iron Reconstruction of 3D Concrete Microstructures Combining High-Resolution Characterization and Convolutional Neural Network for Image Segmentation A mesoscale 3D model of irradiated concrete informed via a 2.5 U-Net semantic segmentation... Self-supervised learning of spatiotemporal thermal signatures in additive manufacturing using reduced order physics models and transformers Machine Learning Enabled Sensor Fusion for In-Situ Defect Detection in L-PBF... 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 Data-Driven Optimization of the Processing Window for 316H Components Fabricated Using Laser Powder Bed Fusion Pagination Current page 1 Page 2 Page 3 Next page ›› Last page Last » Key Links Google Scholar ORCID LinkedIn
News National lab collaboration enables faster, safer inspection of nuclear reactor components, materials
