Control and Optimization, Control and Systems Engineering, Modeling and Simulation
FUTURE PROJECTS
System identification of port-Hamiltonian systems
Applications Invited
Port Hamiltonian systems based digital twins
Applications Invited
175
Scholar Citations
7
Scholar h-index
6
Scholar i10-index
RECENT SCHOLAR PUBLICATIONS
Snapshot-driven rational interpolation of parametric systems AJR Pelling, K Cherifi, IV Gosea, E Sarradj Automatica 189, 113023 , 2026 2026
Neural Scaling Laws for Learning-based Identification of Nonlinear Systems M Roschkowski, K Cherifi, H Gernandt IEEE Open Journal of Control Systems , 2026 2026
Target Parameterization in Diffusion Models for Nonlinear Spatiotemporal System Identification AE Messaoudi, N Khaous, K Cherifi arXiv preprint arXiv:2604.17566 , 2026 2026
PH-KAN: Port-Hamiltonian Kolmogorov-Arnold Network A El Messaoudi, K Cherifi, Y Le Gorrec, Y Wu 2026 Citations: 1
Relationship between dissipativity concepts for linear time-varying port-Hamiltonian systems K Cherifi, H Gernandt, D Hinsen, V Mehrmann, R Morandin Mathematics of Control, Signals, and Systems 37 (4), 879-968 , 2025 2025 Citations: 3
A Novel Recursive Algorithm for Inverting Matrix Polynomials via a Generalized Leverrier–Faddeev Scheme: Application to FEM Modeling of Wing Vibrations in a 4th-Generation … B Bekhiti, GF Fragulis, GS Maraslidis, K Hariche, K Cherifi Mathematics 13 (13), 2101 , 2025 2025 Citations: 9
Finding the nearest bounded-real port-Hamiltonian system K Cherifi, N Gillis, P Sharma arXiv preprint arXiv:2501.11903 , 2025 2025
Nonlinear port-Hamiltonian system identification from input-state-output data K Cherifi, AE Messaoudi, H Gernandt, M Roschkowski arXiv preprint arXiv:2501.06118 , 2025 2025 Citations: 10
On discrete-time dissipative port-Hamiltonian (descriptor) systems K Cherifi, H Gernandt, D Hinsen, V Mehrmann Mathematics of Control, Signals, and Systems 36 (3), 561-599 , 2024 2024 Citations: 7
The difference between port-Hamiltonian, passive and positive real descriptor systems K Cherifi, H Gernandt, D Hinsen Mathematics of Control, Signals, and Systems 36 (2), 451-482 , 2024 2024 Citations: 34
A geometric framework for discrete time port‐Hamiltonian systems K Cherifi, H Gernandt, D Hinsen, V Mehrmann PAMM 23 (2), e202300149 , 2023 2023 Citations: 2
Hierarchical modeling for an industrial implementation of a digital twin for electrical drives K Cherifi, P Schulze, V Mehrmann, L Goßlau, P Lünnemann arXiv preprint arXiv:2207.02171 , 2022 2022 Citations: 4
Simulations in a digital twin of an electrical machine K Cherifi, V Mehrmann, P Schulze arXiv preprint arXiv:2207.02171 , 2022 2022 Citations: 5
A non-intrusive method to inferring linear port-Hamiltonian realizations using time-domain data K Cherifi, PK Goyal, P Benner Electronic Transactions on Numerical Analysis: Special Issue SciML 56, 102-116 , 2022 2022 Citations: 19
A greedy data collection scheme for linear dynamical systems K Cherifi, P Goyal, P Benner Data-Centric Engineering 3, e16 , 2022 2022 Citations: 15
Application of data-driven realizations to port-Hamiltonian flexible structures K Cherifi, A Brugnoli IFAC-papersonline 54 (19), 180-185 , 2021 2021 Citations: 5
An overview on recent machine learning techniques for Port Hamiltonian systems K Cherifi Physica D: Nonlinear Phenomena 411, 132620 , 2020 2020 Citations: 26
Design of Wide Area Power System Stabilizer via Pole Placement Using Linear Matrix Inequalities B Baadji, H Bentarzi, K Cherifi 2nd International conference on electronic and electrical engineering … , 2020 2020
Solvents based model reduction of linear systems K Cherifi, K Hariche arXiv preprint arXiv:1907.01684 , 2019 2019
Numerical methods to compute a minimal realization of a port-Hamiltonian system K Cherifi, V Mehrmann, K Hariche arXiv preprint arXiv:1903.07042 , 2019 2019 Citations: 26
MOST CITED SCHOLAR PUBLICATIONS
The difference between port-Hamiltonian, passive and positive real descriptor systems K Cherifi, H Gernandt, D Hinsen Mathematics of Control, Signals, and Systems 36 (2), 451-482 , 2024 2024 Citations: 34
An overview on recent machine learning techniques for Port Hamiltonian systems K Cherifi Physica D: Nonlinear Phenomena 411, 132620 , 2020 2020 Citations: 26
Numerical methods to compute a minimal realization of a port-Hamiltonian system K Cherifi, V Mehrmann, K Hariche arXiv preprint arXiv:1903.07042 , 2019 2019 Citations: 26
A non-intrusive method to inferring linear port-Hamiltonian realizations using time-domain data K Cherifi, PK Goyal, P Benner Electronic Transactions on Numerical Analysis: Special Issue SciML 56, 102-116 , 2022 2022 Citations: 19
A greedy data collection scheme for linear dynamical systems K Cherifi, P Goyal, P Benner Data-Centric Engineering 3, e16 , 2022 2022 Citations: 15
Nonlinear port-Hamiltonian system identification from input-state-output data K Cherifi, AE Messaoudi, H Gernandt, M Roschkowski arXiv preprint arXiv:2501.06118 , 2025 2025 Citations: 10
A Novel Recursive Algorithm for Inverting Matrix Polynomials via a Generalized Leverrier–Faddeev Scheme: Application to FEM Modeling of Wing Vibrations in a 4th-Generation … B Bekhiti, GF Fragulis, GS Maraslidis, K Hariche, K Cherifi Mathematics 13 (13), 2101 , 2025 2025 Citations: 9
On discrete-time dissipative port-Hamiltonian (descriptor) systems K Cherifi, H Gernandt, D Hinsen, V Mehrmann Mathematics of Control, Signals, and Systems 36 (3), 561-599 , 2024 2024 Citations: 7
Simulations in a digital twin of an electrical machine K Cherifi, V Mehrmann, P Schulze arXiv preprint arXiv:2207.02171 , 2022 2022 Citations: 5
Application of data-driven realizations to port-Hamiltonian flexible structures K Cherifi, A Brugnoli IFAC-papersonline 54 (19), 180-185 , 2021 2021 Citations: 5
Hierarchical modeling for an industrial implementation of a digital twin for electrical drives K Cherifi, P Schulze, V Mehrmann, L Goßlau, P Lünnemann arXiv preprint arXiv:2207.02171 , 2022 2022 Citations: 4
Control, Design and Visual Autonomous Navigation of Quadrotor M Boughellaba, RB Zamoum, RR Hazila, K Cherifi 2019 International Conference on Advanced Electrical Engineering (ICAEE) , 2019 2019 Citations: 4
Relationship between dissipativity concepts for linear time-varying port-Hamiltonian systems K Cherifi, H Gernandt, D Hinsen, V Mehrmann, R Morandin Mathematics of Control, Signals, and Systems 37 (4), 879-968 , 2025 2025 Citations: 3
Review of MIMO Minimal Realization Techniques and Case Study on SCARA Robot Manipulator K Cherifi, K Hariche International review of automatic control 10 (2) , 2017 2017 Citations: 3
A geometric framework for discrete time port‐Hamiltonian systems K Cherifi, H Gernandt, D Hinsen, V Mehrmann PAMM 23 (2), e202300149 , 2023 2023 Citations: 2
PH-KAN: Port-Hamiltonian Kolmogorov-Arnold Network A El Messaoudi, K Cherifi, Y Le Gorrec, Y Wu 2026 Citations: 1
Design of a MATLAB toolbox and GUI for minimal realizations K Cherifi, K Hariche Indones. J. Electr. Eng. Comput. Sci 17 (2), 929-940 , 2019 2019 Citations: 1
Model reduction based on matrix polynomials K Cherifi, K Hariche 2018 IEEE Workshop on Advanced Robotics and its Social Impacts (ARSO), 31-31 , 2018 2018 Citations: 1
Snapshot-driven rational interpolation of parametric systems AJR Pelling, K Cherifi, IV Gosea, E Sarradj Automatica 189, 113023 , 2026 2026
Neural Scaling Laws for Learning-based Identification of Nonlinear Systems M Roschkowski, K Cherifi, H Gernandt IEEE Open Journal of Control Systems , 2026 2026
