Publications per year
Publications per year
Overview
Education/Academic qualification
Eng-Aeronautical, Doctorate Degree
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Researcher collaborations from the last five years
Based on publications and projects (not datasets). Dive into details by clicking on the dots or
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Modeling MTS pyrolysis and SiC deposition kinetics using principal component analysis and neural networks
Zhang, P., Ramanuj, V. & Sankaran, R., 2025, (Accepted/In press) In: Journal of the American Ceramic Society.Research output: Contribution to journal › Article › peer-review
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PREFACE: MACHINE LEARNING FOR LARGE-SCALE SCIENTIFIC DATA
Zhang, G. & Zhang, P., 2025, In: Journal of Machine Learning for Modeling and Computing. 6, 1, p. vResearch output: Contribution to journal › Editorial
Open Access -
Scalable training of trustworthy and energy-efficient predictive graph foundation models for atomistic materials modeling: a case study with HydraGNN
Lupo Pasini, M., Choi, J. Y., Mehta, K., Zhang, P., Rogers, D., Bae, J., Ibrahim, K. Z., Aji, A. M., Schulz, K. W., Polo, J. & Balaprakash, P., Mar 2025, In: Journal of Supercomputing. 81, 4, 618.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Transferable predictions of energetic and structural properties for refractory solid solution alloys across chemical compositions
Lupo Pasini, M., Zhang, P., Choi, J. Y., Samolyuk, G., Eisenbach, M. & Yang, Y., Jul 2025, In: Computational Materials Science. 257, 113908.Research output: Contribution to journal › Article › peer-review
Open Access -
Anchor-based multi-view subspace clustering with hierarchical feature descent
Ou, Q., Wang, S., Zhang, P., Zhou, S. & Zhu, E., Jun 2024, In: Information Fusion. 106, 102225.Research output: Contribution to journal › Article › peer-review
Open Access27 Scopus citations
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), Constellation by Oak Ridge Leadership Computing Facility (OLCF), Nov 1 2024
Dataset