Research output per year
Research output per year
Personal profile
About
Dr. Michael A. Perlmutter joined Boise State University in 2023, and is currently an assistant professor in the Department of Mathematics. He earned a Ph.D. in mathematics, and a M.S. in mathematics with a concentration in in computational science and engineering, from Purdue University. He earned his B.S. in mathematics from Tufts University. Dr. Perlmutter’s research is focused on the Mathematics of Data Science and Applied Harmonic Analysis; more specifically, his two primary areas of recent research have been Geometric Learning (developing, analyzing, and applying deep learning methods for graph- and manifold-structured data) and Phase Retrieval (with a focus on problems arising in ptychographic imaging). Additionally, he has worked on problems related to applied probability, audio denoising, data-set benchmarking, and tensor compression.
External positions
Assistant Adjunct Professor, University of California at Los Angeles
1 Sep 2020 → 1 Jul 2023
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Collaborations and top research areas from the last five years
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Predictive Understanding of Wildfire Ignitions Across the Western United States
Pourmohamad, Y., Abatzoglou, J. T., Fleishman, E., Belval, E., Short, K. C., Williamson, M., Perlmutter, M., Seydi, S. T. & Sadegh, M., Jan 2026, In: Earth's Future. 14, 1, e2025EF006935.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Sexual dimorphism in the colonic microbiome and host’s transcriptomics profiles of a murine model of multiple sclerosis
Doyle, W. J., Schumacher, S. M., Gates, M. R., Sofaly, N., Angelo, E., Hedelius, H., Johnson, D. R., Wells, J., Perlmutter, M., Caradonna, K. & Ochoa-Repáraz, J., Jun 2026, In: Clinical Immunology Communications. 9, p. 102-114 13 p.Research output: Contribution to journal › Article › peer-review
Open Access -
DYMAG: Rethinking Message Passing Using Dynamical-systems-based Waveforms
Bhaskar, D., Sun, X., Zhang, Y., Xu, C., Afrasiyabi, A., Viswanath, S., Fasina, O., Wolf, G., Perlmutter, M. & Krishnaswamy, S., 2025, In: Proceedings of Machine Learning Research. 321Research output: Contribution to journal › Conference article › peer-review
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Hyperedge Representations with Hypergraph Wavelets: Applications to Spatial Transcriptomics
Sun, X., Xu, C., Rocha, J. F., Liu, C., Hollander-Bodie, B., Goldman, L., DiStasio, M., Perlmutter, M. & Krishnaswamy, S., 2025, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.Research output: Contribution to journal › Conference article › peer-review
Open Access2 Scopus citations -
Manifold filter-combine networks
Johnson, D. R., Chew, J. A., Viswanath, S., Brouwer, E. D., Needell, D., Krishnaswamy, S. & Perlmutter, M., Dec 2025, In: Sampling Theory, Signal Processing, and Data Analysis. 23, 2, 17.Research output: Contribution to journal › Article › peer-review
Open Access