Publications per year
Publications per year
Overview
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Phy-Physics, Doctorate Degree
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Dive into the research topics where Junqi Yin is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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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chatHPC: Empowering HPC users with large language models
Yin, J., Hines, J., Herron, E., Ghosal, T., Liu, H., Prentice, S., Lama, V. & Wang, F., Jan 2025, In: Journal of Supercomputing. 81, 1, 194.Research output: Contribution to journal › Article › peer-review
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Comparative Study of Large Language Model Architectures on Frontier
Yin, J., Bose, A., Cong, G., Lyngaas, I. & Anthony, Q., 2024, Proceedings - 2024 IEEE International Parallel and Distributed Processing Symposium, IPDPS 2024. Institute of Electrical and Electronics Engineers Inc., p. 556-569 14 p. (Proceedings - 2024 IEEE International Parallel and Distributed Processing Symposium, IPDPS 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access2 Scopus citations -
Designing complex concentrated alloys with quantum machine learning and language modeling
Pei, Z., Gong, Y., Liu, X. & Yin, J., 2024, (Accepted/In press) In: Matter.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Editorial: Big scientific data analytics on HPC and cloud
Wang, J., Yin, J., Nguyen, M. H., Wang, J. & Xu, W., 2024, In: Frontiers in Big Data. 7, 1353988.Research output: Contribution to journal › Editorial
Open Access -
First-principles data for solid solution niobium-tantalum-vanadium alloys with body-centered-cubic structures
Lupo Pasini, M., Samolyuk, G., Eisenbach, M., Choi, J. Y., Yin, J. & Yang, Y., Dec 2024, In: Scientific Data. 11, 1, 907.Research output: Contribution to journal › Article › peer-review
Open Access
Datasets
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A Database of Convergent Beam Electron Diffraction Patterns for Machine Learning of the Structural Properties of Materials
Laanait, N. (Creator), Borisevich, A. (Creator) & Yin, J. (Creator), Constellation by Oak Ridge Leadership Computing Facility (OLCF), May 2 2019
Dataset
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NbTa_BCC_SolidSolution_128atoms_VASP6
Lupo Pasini, M. (Creator), Samolyuk, G. (Creator), Eisenbach, M. (Creator), Choi, J. Y. (Creator), Yin, J. (Creator) & Yang, Y. (Creator), Constellation by Oak Ridge Leadership Computing Facility (OLCF), Dec 5 2023
Dataset
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NbV_BCC_SolidSolution_128atoms_VASP6
Lupo Pasini, M. (Creator), Samolyuk, G. (Creator), Eisenbach, M. (Creator), Choi, J. Y. (Creator), Yin, J. (Creator) & Yang, Y. (Creator), Constellation by Oak Ridge Leadership Computing Facility (OLCF), Dec 13 2023
Dataset
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TaV_BCC_SolidSolution_128atoms_VASP6
Lupo Pasini, M. (Creator), Samolyuk, G. (Creator), Eisenbach, M. (Creator), Choi, J. Y. (Creator), Yin, J. (Creator) & Yang, Y. (Creator), Constellation by Oak Ridge Leadership Computing Facility (OLCF), Dec 29 2023
Dataset