Publications per year
Publications per year
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Dive into the research topics where Manufacturing Systems Analytics is active. These topic labels come from the works of this organization's members. Together they form a unique fingerprint.
Researcher collaborations from the last five years
Based on publications and projects (not datasets). Dive into details by clicking on the dots or
Profiles
Research output
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Infrared triggered dwell and active cooling thermal control effects on microstructural uniformity in DED
Haley, J. C., Fancher, C., Shankar, G., Saleeby, K., Kimmel, C., Potter, J., Tang, W., An, K., Yu, D. & Plotkowski, A., Feb 25 2026, In: Additive Manufacturing. 118, 105088.Research output: Contribution to journal › Article › peer-review
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A co-registered in-situ and ex-situ dataset from wire arc additive manufacturing process
Orlyanchik, V., Kimmell, J., Snow, Z., Ziabari, A. & Paquit, V., Dec 2025, In: Scientific Data. 12, 1, 343.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Advancing Additive Manufacturing Through Artificial Intelligence–Powered, High-Throughput, Nondestructive Characterization and Process Optimization
Ziabari, A., Rahman, O., Raid, V. K. S., Snow, Z., Rossy, A. M., Graham, S., Rajas, J. O., Nandwana, P., Plotkowski, A., Kirka, M., Paquit, V. & Dehoff, R., 2025, United StatesResearch output: Other contribution › Technical Report
Activities
- 1 Oral presentation
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Utilizing a Dynamic Segmentation Convolutional Neural Network for Microstructure Analysis
Taller, S. (Invited speaker), Scime, L. (Invited speaker) & Terrani, K. (Invited speaker)
Oct 2021Activity: Talk or presentation › Oral presentation
Prizes
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2023 R&D 100 Award for OpeN-AM: A Platform for Operando Neutron Diffraction Measurements of Additive Manufacturing
Plotkowski, A. (Recipient), Fancher, C. (Recipient), Saleeby, K. (Recipient), Haley, J. (Recipient), An, K. (Recipient), Yu, D. (Recipient), Feldhausen, T. (Recipient), Madireddy, G. (Recipient), Lee, Y. (Recipient), Vaughan, J. (Recipient), Babu, S. (Recipient), Heineman, J. (Recipient), Leach, C. (Recipient), Tang, W. (Recipient) & Shyam, A. (Recipient), 2023
Prize: Honorary award
Datasets
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Layer-wise Imaging Dataset from Powder Bed Additive Manufacturing Processes for Machine Learning Applications (Peregrine v2022-10)
Scime, L. (Creator), Joslin, C. (Creator), Duncan, R. (Creator), Brinkley, F. (Creator), Ledford, C. (Creator), Siddel, D. (Creator) & Paquit, V. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), Feb 17 2023
DOI: 10.13139/ORNLNCCS/1896716
Dataset
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A Co-Registered In-Situ and Ex-Situ Dataset from a Laser Powder Bed Fusion Additive Manufacturing Process (Peregrine v2023-10)
Scime, L. (Creator), Snow, Z. (Creator), Ziabari, A. (Creator), Halsey, W. (Creator), Joslin, C. (Creator), Knapp, G. (Creator), Coleman, J. (Creator), Peles, A. (Creator), Graham, S. (Creator), Marquez Rossy, A. (Creator), Duncan, R. (Creator) & Paquit, V. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), Oct 18 2023
DOI: 10.13139/ORNLNCCS/2008021
Dataset
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Layer-wise Imaging Dataset from Powder Bed Additive Manufacturing Processes for Machine Learning Applications (Peregrine v2022-10.1)
Scime, L. (Creator), Joslin, C. (Creator), Duncan, R. (Creator), Brinkley, F. (Creator), Ledford, C. (Creator), Siddel, D. (Creator) & Paquit, V. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), Feb 13 2023
DOI: 10.13139/ORNLNCCS/1923043
Dataset