Zakwan, Muhammad

1. Distributed neural network control with dependability guarantees: a compositional port-Hamiltonian approach
   2021/12/16 by Furieri, Luca, Galimberti, Clara Lucía, Zakwan, Muhammad +1 · 3 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
2. Robust Classification using Contractive Hamiltonian Neural ODEs
   2022/03/22 by Zakwan, Muhammad, Xu, Liang, Ferrari-Trecate, Giancarlo · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Stable Linear Subspace Identification: A Machine Learning Approach
   2023/11/06 by Di Natale, Loris, Zakwan, Muhammad, Svetozarevic, Bratislav +3 · 1 citation
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
4. SIMBa: System Identification Methods leveraging Backpropagation
   2023/11/23 by Loris Di Natale, Muhammad Zakwan, Di Natale, Loris +7 · 1 citation
   Computer Science · Engineering · #Blind Source Separation Techniques #Control Systems and Identification #FOS: Electrical engineering #Fault Detection and Control Systems #Systems and Control (eess.SY) #electronic engineering #information engineering
5. Neural Exponential Stabilization of Control-affine Nonlinear Systems
   2024/03/26 by Zakwan, Muhammad, Xu, Liang, Ferrari-Trecate, Giancarlo · 2 citations
   #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
6. Neural Distributed Controllers with Port-Hamiltonian Structures
   2024/03/26 by Muhammad Zakwan, Zakwan, Muhammad, Giancarlo Ferrari‐Trecate +1 · 1 citation
   Engineering · #Control and Stability of Dynamical Systems #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering