Amir K Ziabari Senior R&D Staff Data Scientist Contact 865.576.2371 | ziabariak@ornl.gov All Publications Report Outlining Computed Tomography Strategy and Microscopy Approach to Qualifying AM 316 Materials Investigation of Nanoparticle Degradation in Hydrogen Fuel Cell Systems through Automated Electron Microscopy Enabling rapid X-ray CT characterisation for additive manufacturing using CAD models and deep learning-based reconstruction Physics guided machine learning for multi-material decomposition of tissues from dual-energy CT scans of simulated breast models with calcifications 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 A general synthesis of single atom catalysts with controllable atomic and mesoporous structures High Throughput Deep Learning-Based X-ray CT Characterization for Process Optimization in Metal Additive Manufacturing Model-based reconstruction for enhanced x-ray CT of dense tri-structural isotropic particles Algorithm-Driven Advances for Scientific CT Instruments: From model-based to deep learning-based approaches Accurate and Accelerated Neuromorphic Network Design Leveraging A Bayesian Hyperparameter Pareto Optimization Approach... High Resolution X-Ray CT Reconstruction of Additively Manufactured Metal Parts using Generative Adversarial Network-based Domain Adaptation in AI-CT Convolutional neural network based non-iterative reconstruction for accelerating neutron tomography * Convolutional Neural Network Based Non-Iterative Reconstruction for Accelerating NeutronTomography Beam Hardening Artifact Reduction in X-Ray CT Reconstruction of 3D Printed Metal Parts Leveraging Deep Learning and CAD Model... Geometrical quasi-ballistic effects on thermal transport in nanostructured devices Method for Measurement of TRISO Kernel and Layer Volumes by X-ray Computed Tomography Report on Progress of correlation of in-situ and ex-situ data and the use of artificial intelligence to predict defects Development of Monitoring Techniques for Binderjet Additive Manufacturing of Silicon Carbide Structures Report on Progress of Monitoring Techniques for Laser Powder Bed Additive Manufacturing of Metal Structures Far-Field Thermal Imaging Below Diffraction Limit... A Two-Tier Convolutional Neural Network for Combined Detection and Segmentation in Biological Imagery A 2.5d Yolo-Based Fusion Algorithm for 3d Localization Of Cells PABO: Pseudo Agent-Based Multi-Objective Bayesian Hyperparameter Optimization for Efficient Neural Accelerator Design X-Ray CT Reconstruction of Additively Manufactured Parts using 2.5D Deep Learning MBIR... Pagination First page « First Previous page ‹â¶Ä¹ Page 1 Current page 2 Key Links
