Beam hardening artifact reduction in X-ray CT reconstruction of 3D printed metal parts leveraging deep learning and CAD models A Ziabari, S Venkatakrishnan, M Kirka, P Brackman, R Dehoff, P Bingham, ... ASME International Mechanical Engineering Congress and Exposition 84492 …, 2020 | 16 | 2020 |
Enabling rapid X-ray CT characterisation for additive manufacturing using CAD models and deep learning-based reconstruction A Ziabari, SV Venkatakrishnan, Z Snow, A Lisovich, M Sprayberry, ... npj Computational Materials 9 (1), 91, 2023 | 15 | 2023 |
Analysis of data streams for qualification and certification of inconel 738LC airfoils processed through electron beam melting M Kirka, D Rose, W Halsey, A Ziabari, V Paquit, D Ryan, P Brackman Fourth ASTM Symposium on Structural Integrity of Additive Manufactured …, 2020 | 6 | 2020 |
Additively manufactured Al-Ce-Ni-Mn alloy with improved elevated-temperature fatigue resistance RA Michi, JJ Simpson, S Bahl, Q Campbell, P Brackman, A Plotkowski, ... Additive Manufacturing 66, 103477, 2023 | 5 | 2023 |
Simurgh: A Framework for CAD-Driven Deep Learning Based X-Ray CT Reconstruction A Ziabari, S Venkatakrishnan, A Dubey, A Lisovich, P Brackman, ... 2022 IEEE International Conference on Image Processing (ICIP), 3836-3867, 2022 | 5 | 2022 |
Neural network-based single material beam-hardening correction for X-ray CT in Additive Manufacturing O Rahman, S Venkatakrishnan, Z Snow, P Brackman, T Feldhausen, ... Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), 2023 | 3 | 2023 |
High Throughput Deep Learning-Based X-ray CT Characterization for Process Optimization in Metal Additive Manufacturing A Ziabari, S Venkatakrishnan, A Lisovich, P Brackman, P Bhattad, ... Oak Ridge National Lab.(ORNL), Oak Ridge, TN (United States), 2022 | 3 | 2022 |
Surface Feature Characteristics of Laser Powder Bed Fusion of Nickel Super Alloy 625 Bulk Regions JC Fox, A Sood, R Isaacs, P Brackman, B Mullany, E Morse, A Allen, ... Procedia CIRP 108, 531-536, 2022 | 3 | 2022 |
Deep learning based workflow for accelerated industrial X-ray Computed Tomography O Rahman, SV Venkatakrishnan, L Scime, P Brackman, C Frederick, ... 2023 IEEE International Conference on Image Processing (ICIP), 2990-2994, 2023 | 1 | 2023 |
Method for rapid development of additive manufacturing parameter set P Bhattad, P Brackman, C Frederick, MB Bauza, EC Santos, R Dehoff, ... US Patent 11,633,790, 2023 | 1 | 2023 |
Iterative closest point-based data fusion of non-synchronized in-situ and ex-situ data in laser powder bed fusion D Kozjek, C Porter, FM Carter III, P Bhattad, P Brackman, A Lisovich, ... Journal of Manufacturing Systems 66, 179-199, 2023 | 1 | 2023 |
Non-destructive characterization of additive manufacturing components with computed tomography and 3D X-ray microscopy H Villarraga-Gómez, C Frederick, P Brackman, A Andreyev, Y Trenikhina, ... | | |