North South University | Bangladesh
Dr. Mohammad Monir Uddin is a researcher in computational mathematics specializing in model order reduction, control theory, numerical linear algebra, and scientific computing, with additional focus on artificial intelligence and deep learning. His work spans the development of efficient algorithms for large-scale sparse descriptor systems, dynamical systems, and optimal control problems. He has contributed to multiple international research groups in Germany and Sweden and has led a range of funded projects in areas such as aircraft wing shape optimization, structure-preserving model reduction, piezo-mechanical systems, and large-scale dynamical system approximation. His research experience includes developing advanced iterative methods, projection techniques, and structure-preserving computational frameworks, while his supervisory work covers model reduction of complex dynamical, biological, and engineering systems. He has delivered numerous talks and poster presentations at international conferences, sharing contributions that advance reduced-order modeling, Krylov subspace methods, and computational techniques for constrained dynamical models, while also teaching and guiding research in applied mathematics and electroweak interaction topics.
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Hossen, N. S., Shahen, M., Al Amin, M., Uddin, M. M., Foyjonnesa, & Rahman, M. M. (2025). Wave modelling of 3+1 dimensional Wazwaz–Kaur–Boussinesq equation with the bilinear neural network method. Scientific Reports, 15(1), 33528.
Hossain, M. S., Khan, E. H., Uddin, M. M., & Omar, S. G. (2025). Structure-preserving model reduction approach for structured index-2 descriptor systems. Numerical Linear Algebra with Applications.
Uddin, M., Uddin, M. M., & Khan, M. A. H. (2025). SVD-Krylov–based structure-preserving techniques for approximation of a class of second-order index-1 descriptor systems. Journal of Applied Mathematics, 2025(1), 5976163.
Saiduzzaman, M., Islam, M. S., Hossain, M. S., Uddin, M. M., & Gani, M. O. (2024). Balanced truncation model reduction for laser heating wafer model in frequency restricted domain. Franklin Open, 9, 100191.
Hossain, M. T., Iqbal, K. I. B., Haque, A., Uddin, M. M., & Hossain, M. S. (2024). Efficient aerodynamic design using BézierGAN and model order reduction: A computational study. Results in Engineering, 23, 102571.