Projects per year
Overview
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
Open Access -
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
Open Access4 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
15 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 Access7 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 Access9 Scopus citations