Projects per year
Overview
Education/Academic qualification
Eng-Aeronautical, Doctorate Degree
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Dive into the research topics where Pei Zhang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Projects
- 1 Active
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SMART-AI for Scale-Up and MAterial Reliability Translation of Advanced Structural Alloys for Fusion Applications
Yang, Y. (PI), Knapp, G. (CoPI), Wang, Y. (CoPI), Zhang, P. (CoPI), Prabhune, B. B. (CoPI), Messner, M. (PI), Xu, H. H. (PI) & Thoma, D. J. (PI)
08/1/26 → 04/30/27
Project: Research
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Autoregressive long-horizon prediction of plasma edge dynamics*
Csala, H., De Pascuale, S., Laiu, P., Lore, J., Park, J. S. & Zhang, P., Jun 2026, In: Nuclear Fusion. 66, 6Research output: Contribution to journal › Article › peer-review
Open Access -
MATEY: multiscale adaptive transformer models for spatiotemporal physical systems**This manuscript has been authored by UT-Battelle LLC under contract DE-AC05-00OR22725 with the US Department of Energy (DOE). The US government retains and the publisher, by accepting the article for publication, acknowledges that the US government retains a nonexclusive, paid-up, irrevocable, worldwide license to publish or reproduce the published form of this manuscript, or allow others to do so, for US government purposes. DOE will provide public access to these results of federally sponsored research in accordance with the DOE Public Access Plan (https://www.energy.gov/doe-public-access-plan)
Zhang, P., Paul Laiu, M., Norman, M., Stefanski, D. & Gounley, J., Jun 2026, In: Machine Learning: Science and Technology. 7, 3, 035016.Research output: Contribution to journal › Article › peer-review
Open Access -
MATEY
Zhang, P., Csala, H., Prokopenko, A., Yin, J., Gounley, J., Laiu, M. T., Meena, M. G., Palash, M. & Sankaran, R., 2026Research output: Non-textual form › Software
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Modeling MTS pyrolysis and SiC deposition kinetics using principal component analysis and neural networks
Zhang, P., Ramanuj, V. & Sankaran, R., Jan 2026, In: Journal of the American Ceramic Society. 109, 1, e70267.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Multi-task Parallelism for Robust Pre-training of Graph Foundation Models on Multi-source, Multi-fidelity Atomistic Modeling Data
Lupo Pasini, M., Choi, J. Y., Zhang, P., Mehta, K., Weaver, R., Aji, A. M., Schulz, K. W., Polo, J. & Balaprakash, P., 2026, Applied Cognitive Computing and Artificial Intelligence - 27th International Conference, ICAI 2025, and 9th International Conference, ACC 2025, Held as Part of the World Congress in Computer Science, Computer Engineering, and Applied Computing, CSCE 2025, Revised Selected Papers. Ferens, K., Deligiannidis, L., Arabnia, H. R., de la Fuente, D. & Olivas, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-17 15 p. (Communications in Computer and Information Science; vol. 2933 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access
Datasets
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HydraGNN_Predictive_GFM_2024 - Ensemble of predictive graph foundation models for ground state atomistic materials modeling
Lupo Pasini, M. (Creator), Choi, J. Y. (Creator), Mehta, K. (Creator), Zhang, P. (Creator), Rogers, D. (Creator), Bae, J. (Creator), Ibrahim, K. (Creator), Aji, A. (Creator), Schulz, K. W. (Creator), Polo, J. (Creator) & Balaprakash, P. (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), Nov 1 2024
Dataset
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molecular data for Genetic Algorithm Mutations for Molecules with a Hybrid Language Model-Based GAN Architecture
BHOWMIK, D. (Creator), Zhang, P. (Creator), Fox, Z. (Creator), Irle, S. (Creator) & Gounley, J. (Creator), ZENODO, Feb 6 2024
Dataset
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Dataset: Real-time interpretation of neutron vibrational spectra with symmetry-equivariant Hessian matrix prediction
Han, B. (Creator), Cheng, Y. (Creator), Zhang, P. (Contributor), Mehta, K. (Contributor), Lupo Pasini, M. (Contributor) & Li, M. (Contributor), ZENODO, Feb 3 2025
Dataset