Department of Mathematics
Professional Interests: Method-development in machine learning with applications to problems in physics and biology.
Recent Publications:
| 2023 | [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 |
| [TMP001] Tensor denoising via dual Schatten norms . Optimization Letters, pp.1-17. --- Bagherian, M. | |
| 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. |
| 2021 | [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 |
| [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 | |
| 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 |
| 2018 | [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 |
| [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 | |
| 2013 | [MR3037843] Existence and uniqueness of solutions of fuzzy differential equations by using contractive-like mapping principles in fuzzy partial metric spaces . J. Interpolat. Approx. Sci. Comput. , Art. ID 00024, 11 pp.. --- Ezzati, Reza ; Bagherian, Maryam |
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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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