Publications

Submitted Papers

  1. Md Sumon Hossain, et al. Efficient machine learning methods for predicting epileptic seizures. (under review)
  2. Md Sumon Hossain, et al. Physics-informed neural network to predict nonlinear systems. (under review)
  3. Md Sumon Hossain, et al. Model reduction method of quadratic bilinear system. (under review)
  4. Md Sumon Hossain, et al. Model reduction method of descriptor bilinear systems. (under review)
  5. Md Sumon Hossain, et al. Advanced Model Order Reduction for High-Dimensional Aerospace Control Systems. (under review)
  6. Md Sumon Hossain, et al. Optimal model order reduction technique for the dynamic motor vehicle suspension system. (under review)
  7. Md Sumon Hossain, et al. Computation of Frequency-Limited Reduced-Order Model for a Piezo Actuator-based Adaptive Spindle Support. (under review)
  8. Md Sumon Hossain, et al. Efficient model reduction methods for photovoltaic panel in frequency restricted domain. (under review)

Journal Articles

  1. M. Saiduzzaman, M. S. Islam, Md Sumon Hossain, M M. Uddin, M. O. Gani. Balanced truncation model reduction for laser heating model in frequency restricted domain. vol, 9, 2024.
  2. Md Sumon Hossain and Stephan Trenn. Model reduction for switched differential-algebraic equations with known switching signal. DAE panel, vol. 3, 2025.
  3. Md Sumon Hossain and Stephan Trenn. Midpoint based balanced truncation for switched linear systems with known switching signal. IEEE Transactions on Automatic Control, vol. 69, no. 1, 2023.
  4. Md Sumon Hossain and Stephan Trenn. Reduced realization for switched linear systems with known mode sequence. Automatica, vol. 154, no. 111065, 1- 9, 2023.
  5. Md Sumon Hossain and Stephan Trenn. Minimality of linear switched systems with known switching signal. Applied Mathematics and Mechanics, pamm.202100067, 2021.
  6. Md Sumon Hossain and M. Monir Uddin. Iterative methods for solving large sparse Lyapunov equations and application to model reduction of index-1 differential-algebraic-equations. Numerical Algebra, Control and Optimization, 9(2): 173-186, 2019.
  7. Manik Mondal, M. Forhad Uddin, and Md Sumon Hossain. Estimation of inventory for deteriorating items with non-linear demand considering discount and without discount policy. Journal of Naval Architecture and Marine Engineering, 13(2): 151-164, 2016.

Conference Papers

  1. Md Sumon Hossain and Stephan Trenn. A weak Kalman decomposition approach for reduced realizations of switched linear systems. IFAC-PapersOnLine, 55(20): 157-162, 2022.
  2. Md Sumon Hossain and Stephan Trenn. Minimal realization for linear switched systems with a single switch. European Control Conference (ECC), 1168-1173, 2021.
  3. Md Sumon Hossain and Stephan Trenn. A time-varying Gramian based model reduction approach for Linear Switched Systems. IFAC-PapersOnLine, 53(2): 5629-5634, 2020.
  4. Md Sumon Hossain, M. Forhad Uddin and Manik Mondal. The Effects of Coordination Mechanism on Vendor Buyer System of a Supply Chain. 10th International Conference on Marine Technology (MARTEC), 194, 529-536, 2017.
  5. M. Monir Uddin, Md Sumon Hossain, M. Forhad Uddin. Rational Krylov Subspace Method (RKSM) for solving the lyapunov equations of index-1 descriptor systems and application to balancing based model reduction. 9th International Conference on Electrical and Computer Engineering (ICECE), 451-454, 2016. (Received Best Paper Award)

Thesis Book

  1. Mphil.:  Md. Sumon Hossain, "Efficient solution of Lyapunov equation for descriptor system and application to model order reduction."
  2. PhD:  Md. Sumon Hossain, "Reduced realizations and model reduction for switched linear systems: a time-varying approach."