Publications per year
Publications per year
Overview
Education/Academic qualification
Phy-Physics, Doctorate Degree
Fingerprint
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
1 Scopus citations -
A Scalable Real-Time Data Assimilation Framework for Predicting Turbulent Atmosphere Dynamics
Yin, J., Liang, S., Liu, S., Bao, F., Chipilski, H. G., Lu, D. & Zhang, G., 2024, Proceedings of SC 2024-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 11-18 8 p. (Proceedings of SC 2024-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
A Scalable Training-Free Diffusion Model for Uncertainty Quantification
Muhammad Rafid, A. H., Yin, J., Geng, Y., Liang, S., Bao, F., Ju, L. & Zhang, G., 2024, Proceedings of SC 2024-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 380-386 7 p. (Proceedings of SC 2024-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › 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
Datasets
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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
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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