Mohammad Khosravi

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 46

Top Topics

Receding Horizon

Predictive Control

Efficient Optimization

Top Venues

IEEE Control. Syst. Lett.

Publications

Max Sibeijn, Saeed Ahmed, Mohammad Khosravi, Tamás Keviczky
Dissipativity Analysis for Economic Nonlinear MPC of District Heating Networks. ECC (2024)
Fatemeh Yaghoobizadeh, Mohammad Roayaei Ardakani, Mohammad Mehdi Ranjbar, Mohammad Khosravi, Hamid Galehdari
Development of a potent recombinant scFv antibody against the SARS-CoV-2 by in-depth bioinformatics study: Paving the way for vaccine/diagnostics development. Comput. Biol. Medicine 170 (2024)
Mahdi Nobar, Jürg Keller, Alisa Rupenyan, Mohammad Khosravi, John Lygeros
Guided Bayesian Optimization: Data-Efficient Controller Tuning with Digital Twin. CoRR (2024)
Sasan Vakili, Mohammad Khosravi, Peyman Mohajerin Esfahani, Manuel Mazo
Linear Time-Varying Parameter Estimation: Maximum A Posteriori Approach via Semidefinite Programming. IEEE Control. Syst. Lett. 8 (2024)
Marc Goerigk, Mohammad Khosravi
Benchmarking problems for robust discrete optimization. Comput. Oper. Res. 166 (2024)
Mohammad Khosravi, Roy S. Smith
Kernel-Based Impulse Response Identification With Side-Information on Steady-State Gain. IEEE Trans. Autom. Control. 68 (10) (2023)
Mohammad Khosravi, Christopher König, Markus Maier, Roy S. Smith, John Lygeros, Alisa Rupenyan
Safety-Aware Cascade Controller Tuning Using Constrained Bayesian Optimization. IEEE Trans. Ind. Electron. 70 (2) (2023)
Mohammad Khosravi
Representer Theorem for Learning Koopman Operators. IEEE Trans. Autom. Control. 68 (5) (2023)
Mohammad Mehdi Asadi, Mohammad Khosravi, Hesam Mosalli, Stéphane Blouin, Amir G. Aghdam
Generalized Power Iteration with Application to Distributed Connectivity Estimation of Asymmetric Networks. CoRR (2023)
Marc Goerigk, Mohammad Khosravi
Optimal scenario reduction for one- and two-stage robust optimization with discrete uncertainty in the objective. Eur. J. Oper. Res. 310 (2) (2023)
Shilan Felegari, Alireza Sharifi, Mohammad Khosravi, Sergei Sabanov
Using Experimental Models and Multitemporal Landsat-9 Images for Cadmium Concentration Mapping. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Mohammad Khosravi, Roy S. Smith
Kernel-based identification with frequency domain side-information. Autom. 150 (2023)
Mohammad Khosravi, Roy S. Smith
Diagonally Square Root Integrable Kernels in System Identification. CoRR (2023)
Mohammad Khosravi, Roy S. Smith
The existence and uniqueness of solutions for kernel-based system identification. Autom. 148 (2023)
Mohammad Khosravi
Representer Theorem for Learning Koopman Operators. CoRR (2022)
Mohammad Khosravi, Yalda Jabbari Moghaddam, Mahdad Esmaeili, Ahmad Keshtkar, Javad Jalili, Hamid Tayefi Nasrabadi
Classification of mastoid air cells by CT scan images using deep learning method. J. Big Data 9 (1) (2022)
Marc Goerigk, Mohammad Khosravi
Benchmarking Problems for Robust Discrete Optimization. CoRR (2022)
Mohammad Khosravi, Roy S. Smith
The Existence and Uniqueness of Solutions for Kernel-Based System Identification. CoRR (2022)
Mohammad Khosravi, Varsha Behrunani, Piotr Myszkorowski, Roy S. Smith, Alisa Rupenyan, John Lygeros
Performance-Driven Cascade Controller Tuning With Bayesian Optimization. IEEE Trans. Ind. Electron. 69 (1) (2022)
Alisa Rupenyan, Mohammad Khosravi, John Lygeros
Performance-based Trajectory Optimization for Path Following Control Using Bayesian Optimization. CoRR (2021)
Nicolas Lefebure, Mohammad Khosravi, Mathias Hudoba de Badyn, Felix Bünning, John Lygeros, Colin N. Jones, Roy S. Smith
Distributed Model Predictive Control of Buildings and Energy Hubs. CoRR (2021)
Mohammad Khosravi, Roy S. Smith
Kernel-Based Identification with Frequency Domain Side-Information. CoRR (2021)
Mohammad Khosravi, Roy S. Smith
Regularized Identification with Internal Positivity Side-Information. CoRR (2021)
Mohammad Khosravi
Learning Finite-Dimensional Representations For Koopman Operators. L4DC (2021)
Alisa Rupenyan, Mohammad Khosravi, John Lygeros
Performance-based Trajectory Optimization for Path Following Control Using Bayesian Optimization. CDC (2021)
Mohammad Khosravi, Roy S. Smith
Nonlinear System Identification With Prior Knowledge on the Region of Attraction. IEEE Control. Syst. Lett. 5 (3) (2021)
Mohammad Khosravi, Roy S. Smith
Convex Nonparametric Formulation for Identification of Gradient Flows. IEEE Control. Syst. Lett. 5 (3) (2021)
Mohammad Khosravi, Roy S. Smith
Kernel-based Impulse Response Identification with Side-Information on Steady-State Gain. CoRR (2021)
Mohammad Khosravi, Roy S. Smith
On Robustness of Kernel-Based Regularized System Identification. CoRR (2021)
Mohammad Khosravi, Roy S. Smith
Convex Nonparametric Formulation for Identification of Gradient Flows. CoRR (2020)
Mohammad Mehdi Asadi, Mohammad Khosravi, Amir G. Aghdam, Stéphane Blouin
Expected Convergence Rate to Consensus in Asymmetric Networks: Analysis and Distributed Estimation. IEEE Trans. Syst. Man Cybern. Syst. 50 (3) (2020)
Christopher König, Mohammad Khosravi, Markus Maier, Roy S. Smith, Alisa Rupenyan, John Lygeros
Safety-Aware Cascade Controller Tuning Using Constrained Bayesian Optimization. CoRR (2020)
Mohammad Khosravi, Varsha Behrunani, Piotr Myszkorowski, Roy S. Smith, Alisa Rupenyan, John Lygeros
Performance-Driven Cascade Controller Tuning with Bayesian Optimization. CoRR (2020)
Mohammad Khosravi, Varsha Behrunani, Roy S. Smith, Alisa Rupenyan, John Lygeros
Cascade Control: Data-Driven Tuning Approach Based on Bayesian Optimization. CoRR (2020)
Mohammad Khosravi, Roy S. Smith
Nonlinear System Identification with Prior Knowledge of the Region of Attraction. CoRR (2020)
Mingzhou Yin, Andrea Iannelli, Mohammad Khosravi, Anilkumar Parsi, Roy S. Smith
Linear Time-Periodic System Identification with Grouped Atomic Norm Regularization. CoRR (2020)
Yvonne R. Stürz, Mohammad Khosravi, Roy S. Smith
Parameter Identification for Digital Fabrication: A Gaussian Process Learning Approach. CoRR (2020)
Anilkumar Parsi, Andrea Iannelli, Mingzhou Yin, Mohammad Khosravi, Roy S. Smith
Robust Adaptive Model Predictive Control with Worst-Case Cost. CoRR (2019)
Mohammad Khosravi, Roy S. Smith
Kernel-Based Identification of Positive Systems. CDC (2019)
Mohammad Khosravi, Annika Eichler, Ahmed Aboudonia, Roger Buck, Roy S. Smith
Data-Driven Predictive Control of Buildings; A Regression Based Approach. CCTA (2019)
Mohammad Khosravi, Annika Eichler, Nicolas Schmid, Roy S. Smith, Philipp Heer
Controller Tuning by Bayesian Optimization An Application to a Heat Pump. ECC (2019)
Andrea Iannelli, Mohammad Khosravi, Roy S. Smith
Structured exploration in the finite horizon linear quadratic dual control problem. CoRR (2019)
Mohammad Khosravi, Hossein Khodadadi, Hassan Rivaz, Amir G. Aghdam
Cooperative receding horizon control of double integrator vehicles for multi-target interception. ACC (2016)
Mohammad Mehdi Asadi, Mohammad Khosravi, Stéphane Blouin, Amir G. Aghdam
A subspace consensus approach for distributed connectivity assessment of asymmetric networks. CDC (2016)
Mohammad Khosravi, Hossein Khodadadi, Amir G. Aghdam, Hassan Rivaz
A cooperative receding horizon controller for multi-target interception with Obstacle Avoidance. CDC (2016)
Mohammad Mehdi Asadi, Mohammad Khosravi, Amir G. Aghdam, Stéphane Blouin
Generalized algebraic connectivity for asymmetric networks. ACC (2016)
Mohammad Khosravi, Hossein Khodadadi, Hassan Rivaz, Amir G. Aghdam
Cooperative control for multi-target interception with sensing and communication limitations: A game-theoretic approach. CDC (2015)
Mohammad Mehdi Asadi, Mohammad Khosravi, Amir G. Aghdam, Stéphane Blouin
Joint power optimization and connectivity control problem over underwater random sensor networks. ACC (2015)
Mohammad Khosravi, Hossein Khodadadi, Amir G. Aghdam, Hassan Rivaz
Maximum reward collection problem: a cooperative receding horizon approach for dynamic clustering. RACS (2015)
Mohammad Khosravi, Amir G. Aghdam
Stability analysis of dynamic decision-making for vehicle heading control. ACC (2015)
Mohammad Khosravi, Amir G. Aghdam
Cooperative receding horizon control for multi-target interception in uncertain environments. CDC (2014)