Projects 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
Eng-Mechanical, Bachelor's Degree
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Dive into the research topics where Michael Matheson 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
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Projects
- 1 Finished
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Optimizing Communication in 2D Grid-Based MPI Applications at Exascale
Lu, H., Sao, P., Matheson, M., Kannan, R., Wang, F. & Potok, T., Nov 19 2023, Proceedings of the 30th European MPI Users'' Group Meeting, EuroMPI 2023. Association for Computing Machinery, 9. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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TwoFold: Highly accurate structure and affinity prediction for protein-ligand complexes from sequences
Hsu, D. J., Lu, H., Kashi, A., Matheson, M., Gounley, J., Wang, F., Joubert, W. & Glaser, J., Nov 2023, In: International Journal of High Performance Computing Applications. 37, 6, p. 666-682 17 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Accelerating Collective Communication in Data Parallel Training across Deep Learning Frameworks
Romero, J., Yin, J., Laanait, N., Xie, B., Young, M. T., Treichler, S., Starchenko, V., Borisevich, A., Sergeev, A. & Matheson, M., 2022, Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2022. USENIX Association, p. 1027-1040 14 p. (Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
10 Scopus citations -
Climbing the Summit and Pushing the Frontier of Mixed Precision Benchmarks at Extreme Scale
Lu, H., Matheson, M., Oles, V., Ellis, A., Joubert, W. & Wang, F., 2022, Proceedings of SC 2022: International Conference for High Performance Computing, Networking, Storage and Analysis. IEEE Computer Society, (International Conference for High Performance Computing, Networking, Storage and Analysis, SC; vol. 2022-November).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access6 Scopus citations -
PLANC: Parallel Low-rank Approximation with Nonnegativity Constraints
Eswar, S., Hayashi, K., Ballard, G., Kannan, R., Matheson, M. A. & Park, H., Jun 2021, In: ACM Transactions on Mathematical Software. 47, 3, 20.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations