Publications per year
Publications per year
Fingerprint
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
-
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
-
An End-to-End Framework for Verifying and Validating Manufacturing Design Integrity
Jablonski, M., Everett, K., Ciocarlie, G., Duric, Z., Hathhorn, C., Kimmell, J., Orlyanchik, V., Prevost, J., Robertson, G., Taylor, C., Wijesekera, D. & Saleeby, K., 2025, Critical Infrastructure Protection XVIII - 18th IFIP WG 11.10 International Conference, ICCIP 2024, Proceedings. Staggs, J. & Shenoi, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 85-109 25 p. (IFIP Advances in Information and Communication Technology; vol. 725 IFIPAICT).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Activities
- 1 Oral presentation
-
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
-
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
-
Layer-wise Imaging Dataset from Powder Bed Additive Manufacturing Processes for Machine Learning Applications (Peregrine v2021-03)
Scime, L. (Creator), Paquit, V. (Creator), Joslin, C. (Creator), Richardson, D. (Creator), Goldsby, D. (Creator) & Lowe, L. (Creator), Constellation by Oak Ridge Leadership Computing Facility (OLCF), Feb 17 2023
DOI: 10.13139/ORNLNCCS/1779073
Dataset
-
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), Constellation by Oak Ridge Leadership Computing Facility (OLCF), Feb 13 2023
DOI: 10.13139/ORNLNCCS/1923043
Dataset
-
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), Constellation by Oak Ridge Leadership Computing Facility (OLCF), Feb 17 2023
DOI: 10.13139/ORNLNCCS/1896716
Dataset