Research

Research Interests

My research integrates computational mathematics, data science, and machine learning to tackle complex, real-world challenges. I focus on systems biology, medical imaging, computational neuroscience, epidemiology, public health, environmental science, and ecology. I seek collaborations that bridge theoretical models and empirical data, facilitating new tools, algorithms, and analytical methods for advancing knowledge in interdisciplinary fields.

Publications

All Publications
Published
Preprints
Submitted

Impact of vaccination behavior on COVID-19 dynamics and economic outcomes

A. Alsammani, C. N. Ngonghala, and M. Martcheva

Mathematical Biosciences and Engineering 2025

Vol. 22, No. 9, pp. 2300–2338

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Predicting Sleep Disorders Using Machine Learning: A Comparative Analysis

S. Goodyear, A. Alsammani

Computational Science and Its Applications – ICCSA 2025, Lecture Notes in Computer Science, Springer, Cham 2025

Vol. 15648, DOI: 10.1007/978-3-031-97000-9_7

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Enhancement of database access performance by improving data consistency in a non-relational database system (NoSQL)

Alflahi, A. A. E., Mohammed, M. A. Y., and A. Alsammani

Computational Science and Its Applications – ICCSA 20242024

Publisher: Springer

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Estimation of Circular Statistics in the Presence of Measurement Bias

A. Alsammani, W. C. Stacey, and S. V. Gliske

IEEE Journal of Biomedical and Health Informatics2023

DOI: 10.1109/JBHI.2023.3334684

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Mathematical Analysis of Autonomous and Nonautonomous Hepatitis B Virus Transmission Models

A. Alsammani

Computational Science and Its Applications – ICCSA 20232023

Publisher: Springer

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The impact of intracranial EEG on sleep...

Tyner, K., A. Alsammani, et al.

SLEEP, 45: A255-A2552022

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Stability analysis of a chemotherapy model with delays

Abdulrashid, I., A. A. M. Alsammani, and X. Han

Discrete and Continuous Dynamical Systems - B, 24(3):989-10052019

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Coexistence via trophic cascade in plant-herbivore-carnivore systems...

Mohammed, M. et al., A. Alsammani, et al.

arXiv:24082024

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Stochastic modeling and computational simulations of HBV infection dynamics

A. Alsammani

arXiv:2308.058192023

Under Review

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Research Collaborations

I am always interested in new research collaborations that align with my interests in mathematical modeling, data science, and machine learning applications. If you are interested in potential collaboration, please feel free to contact me to discuss opportunities.