Amir K Ziabari Senior R&D Staff Data Scientist Contact 865.576.2371 | ziabariak@ornl.gov All Publications 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... 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 91°µÍø'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 Scalable in situ non-destructive evaluation of additively manufactured components using process monitoring, sensor fusion, and machine learning Reducing Artifacts in BF and HAADF-STEM Images of Pt/C Fuel Cells using MBIR-ARAR Pagination Current page 1 Page 2 Next page ›â¶Äº Last page Last » Key Links
