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Paul Brackman
Paul Brackman
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Year
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
162020
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
152023
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
62020
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
52023
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
52022
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
32023
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
32022
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
32022
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
12023
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
12023
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
12023
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, ...
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