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Maryam Bagherian
Assistant Professor
Ph.D., Mathematics
University of South Florida
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Contact Information:
Office: Wheatley 3-154-21
Phone: (617) 287-6460
Email: maryam.bagherian
Web Site
Spring 2024 Office Hours:
TBA |
(click on image for larger map)
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Professional Interests: Method-development in machine learning with applications to problems in physics and biology.
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Recent Publications:
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2023 |
[TMP001] Tensor denoising via dual Schatten norms
. Optimization Letters, pp.1-17. --- Bagherian, M. |
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[MR4596010] Classical and quantum compression for edge computing: the ubiquitous data dimensionality reduction
. Computing 105, no. 7, 1419--1465. --- Bagherian, Maryam ; Chehade, Sarah ; Whitney, Ben ; Passian, Ali |
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2022 |
[MR4451966] Quantum states of cylindrical surface charge density for modeling plasmonic circuit elements: nanowires, nanorods, cavities, and waveguides
. Phys. Rev. A 105, no. 6, Paper No. 063507, 18 pp.. --- Bagherian, M. ; Passian, A. |
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2021 |
[TMP003] Machine learning approaches and databases for prediction of drug–target interaction: a survey paper
. Briefings in bioinformatics 22, no. 1: 247-269. --- Bagherian, Maryam, Elyas Sabeti, Kai Wang, Maureen A. Sartor, Zaneta Nikolovska-Coleska, and Kayvan Najarian |
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[TMP002] Coupled matrix–matrix and coupled tensor–matrix completion methods for predicting drug–target interactions
. Briefings in bioinformatics 22, no. 2: 2161-2171. --- Bagherian, Maryam, Renaid B. Kim, Cheng Jiang, Maureen A. Sartor, Harm Derksen, and Kayvan Najarian |
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2020 |
[TMP004] Quantum Hamiltonian for the surface charge density on a ring torus and radiative decay of plasmons
. Physical Review B 102, no. 8: 085422. --- Bagherian, Maryam, Ali Passian, S. Kouchekian, and George Siopsis |
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2018 |
[TMP005] Quantization of surface charge density on hyperboloidal and paraboloidal domains with application to plasmon decay rate on nanoprobes
. Physical Review B 98, no. 12: 125413. --- Bagherian, M., S. Kouchekian, Ivan Rothstein, and Ali Passian |
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[TMP006] Plasmon dispersion in a multilayer solid torus in terms of three-term vector recurrence relations and matrix continued fractions
. Journal of Physics Communications 2, no. 1: 015031. --- Garapati, Kumar Vijay, Maryam Bagherian, Ali Passian, and S. Kouchekian |
More publications
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Department of Mathematics
University of Massachusetts Boston
Phone: 617-287-6460;
Fax: 617-287-6433
Information: math@umb.edu
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