Mohammad Khosravi

74 papers C 4Journal 54Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Robust Optimization Approach for Regenerator Placement in Fault-Tolerant Networks Under Discrete Cost Uncertainty. CoRR Mohammad Khosravi, Setareh Maghsudi
2026	J	`jnl`	Compact transformer variants for synthetic time series forecasting. Neurocomputing Ali Forootani, Mohammad Khosravi
2026	J	`jnl`	Robust Optimization Approach and Learning Based Hide-and-Seek Game for Resilient Network Design. CoRR Mohammad Khosravi, Setareh Maghsudi
2026	J	`jnl`	Sparse identification and mathematical framework for analyzing metabolic-regulatory networks. Int. J. Syst. Sci. Neveen Ali Eshtewy, Ali Forootani, Shumaila Noreen, Mohammad Khosravi
2025	J	`jnl`	Accelerating Adaptive Systems via Normalized Parameter Estimation Laws. CoRR Mohammad Boveiri, Mohammad Khosravi, Peyman Mohajerin Esfahani
2025	—	`conf`	Data-driven Performance Optimization for Direct Air Capture Process. ECC Amirreza Silani, Mohammad Khosravi, Tim M. J. Nijssen
2025	J	`jnl`	DeepKoopFormer: A Koopman Enhanced Transformer Based Architecture for Time Series Forecasting. CoRR Ali Forootani, Mohammad Khosravi, Masoud Barati
2025	J	`jnl`	Economic Nonlinear Model Predictive Control of Prosumer District Heating Networks. IEEE Trans. Control. Syst. Technol. Max Sibeijn, Saeed Ahmed, Mohammad Khosravi, Tamás Keviczky
2025	J	`jnl`	Economic Nonlinear Model Predictive Control of Prosumer District Heating Networks: The Extended Version. CoRR Max Sibeijn, Saeed Ahmed, Mohammad Khosravi, Tamás Keviczky
2025	J	`jnl`	Guided Bayesian Optimization: Data-Efficient Controller Tuning With Digital Twin. IEEE Trans Autom. Sci. Eng. Mahdi Nobar, Jürg Keller, Alisa Rupenyan, Mohammad Khosravi, John Lygeros
2025	J	`jnl`	Higher Order Sinusoidal-Input Describing Function Analysis for a Class of Multiple-Input Multiple-Output Convergent Systems. IEEE Trans. Autom. Control. Luke F. van Eijk, Dragan Kostic, Mohammad Khosravi, S. Hassan HosseinNia
2025	J	`jnl`	Off-Policy Temporal Difference Learning for Perturbed Markov Decision Processes: Theoretical Insights and Extensive Simulations. CoRR Ali Forootani, Raffaele Iervolino, Massimo Tipaldi, Mohammad Khosravi
2025	J	`jnl`	Probabilistic Formulations for System Identification of Linear Dynamics with Bilinear Observation Models. CoRR Diyou Liu, Mohammad Khosravi
2025	J	`jnl`	Regularized Identification with Internal Positivity Side-Information. SIAM J. Control. Optim. Mohammad Khosravi, Roy S. Smith
2025	J	`jnl`	Robust combinatorial optimization problems under budgeted interdiction uncertainty. OR Spectr. Marc Goerigk, Mohammad Khosravi
2025	J	`jnl`	Sensor Placement in District Heating Networks Using Frequency-Domain Gramians. IEEE Control. Syst. Lett. Max Sibeijn, Sérgio Pequito, Dimitris Boskos, Mohammad Khosravi
2025	J	`jnl`	Synthetic Time Series Forecasting with Transformer Architectures: Extensive Simulation Benchmarks. CoRR Ali Forootani, Mohammad Khosravi
2025	—	`conf`	User-centric Vehicle-to-Grid Optimization with an Input Convex Neural Network-based Battery Degradation Model. CASE Arghya Mallick, George Pantazis, Mohammad Khosravi, Peyman Mohajerin Esfahani, Sergio Grammatico
2025	J	`jnl`	User-centric Vehicle-to-Grid Optimization with an Input Convex Neural Network-based Battery Degradation Model. CoRR Arghya Mallick, George Pantazis, Mohammad Khosravi, Peyman Mohajerin Esfahani, Sergio Grammatico
2024	J	`jnl`	Benchmarking problems for robust discrete optimization. Comput. Oper. Res. Marc Goerigk, Mohammad Khosravi
2024	J	`jnl`	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 Fatemeh Yaghoobizadeh, Mohammad Roayaei Ardakani, Mohammad Mehdi Ranjbar, Mohammad Khosravi, Hamid Galehdari
2024	—	`conf`	Dissipativity Analysis for Economic Nonlinear MPC of District Heating Networks. ECC Max Sibeijn, Saeed Ahmed, Mohammad Khosravi, Tamás Keviczky
2024	J	`jnl`	Guided Bayesian Optimization: Data-Efficient Controller Tuning with Digital Twin. CoRR Mahdi Nobar, Jürg Keller, Alisa Rupenyan, Mohammad Khosravi, John Lygeros
2024	—	`conf`	Learning Stable Evolutionary PDE Dynamics: A Scalable System Identification Approach. CCTA Diyou Liu, Mohammad Khosravi
2024	J	`jnl`	Linear Time-Varying Parameter Estimation: Maximum A Posteriori Approach via Semidefinite Programming. IEEE Control. Syst. Lett. Sasan Vakili, Mohammad Khosravi, Peyman Mohajerin Esfahani, Manuel Mazo
2024	—	`conf`	Mitigating short-sightedness of MPC for district heating networks using dual dynamic programming. CDC Max Sibeijn, Mohammad Khosravi, Tamás Keviczky
2024	J	`jnl`	Off-Policy Temporal Difference Learning for Perturbed Markov Decision Processes. IEEE Control. Syst. Lett. Ali Forootani, Raffaele Iervolino, Massimo Tipaldi, Mohammad Khosravi
2024	—	`conf`	System Identification for Linear Dynamics with Bilinear Observation Models: An Expectation-Maximization Approach. CDC Diyou Liu, Mohammad Khosravi
2023	J	`jnl`	Diagonally Square Root Integrable Kernels in System Identification. CoRR Mohammad Khosravi, Roy S. Smith
2023	J	`jnl`	Generalized Power Iteration with Application to Distributed Connectivity Estimation of Asymmetric Networks. CoRR Mohammad Mehdi Asadi, Mohammad Khosravi, Hesam Mosalli, Stéphane Blouin, Amir G. Aghdam
2023	J	`jnl`	Kernel-Based Impulse Response Identification With Side-Information on Steady-State Gain. IEEE Trans. Autom. Control. Mohammad Khosravi, Roy S. Smith
2023	J	`jnl`	Kernel-based identification with frequency domain side-information. Autom. Mohammad Khosravi, Roy S. Smith
2023	J	`jnl`	Optimal scenario reduction for one- and two-stage robust optimization with discrete uncertainty in the objective. Eur. J. Oper. Res. Marc Goerigk, Mohammad Khosravi
2023	J	`jnl`	Representer Theorem for Learning Koopman Operators. IEEE Trans. Autom. Control. Mohammad Khosravi
2023	J	`jnl`	Safety-Aware Cascade Controller Tuning Using Constrained Bayesian Optimization. IEEE Trans. Ind. Electron. Mohammad Khosravi, Christopher König, Markus Maier, Roy S. Smith, John Lygeros, Alisa Rupenyan
2023	J	`jnl`	The existence and uniqueness of solutions for kernel-based system identification. Autom. Mohammad Khosravi, Roy S. Smith
2023	J	`jnl`	Using Experimental Models and Multitemporal Landsat-9 Images for Cadmium Concentration Mapping. IEEE Geosci. Remote. Sens. Lett. Shilan Felegari, Alireza Sharifi, Mohammad Khosravi, Sergei Sabanov
2022	J	`jnl`	Benchmarking Problems for Robust Discrete Optimization. CoRR Marc Goerigk, Mohammad Khosravi
2022	J	`jnl`	Classification of mastoid air cells by CT scan images using deep learning method. J. Big Data Mohammad Khosravi, Yalda Jabbari Moghaddam, Mahdad Esmaeili, Ahmad Keshtkar, Javad Jalili, Hamid Tayefi Nasrabadi
2022	J	`jnl`	Performance-Driven Cascade Controller Tuning With Bayesian Optimization. IEEE Trans. Ind. Electron. Mohammad Khosravi, Varsha Behrunani, Piotr Myszkorowski, Roy S. Smith, Alisa Rupenyan, John Lygeros
2022	J	`jnl`	Representer Theorem for Learning Koopman Operators. CoRR Mohammad Khosravi
2022	J	`jnl`	The Existence and Uniqueness of Solutions for Kernel-Based System Identification. CoRR Mohammad Khosravi, Roy S. Smith
2021	J	`jnl`	Convex Nonparametric Formulation for Identification of Gradient Flows. IEEE Control. Syst. Lett. Mohammad Khosravi, Roy S. Smith
2021	J	`jnl`	Distributed Model Predictive Control of Buildings and Energy Hubs. CoRR Nicolas Lefebure, Mohammad Khosravi, Mathias Hudoba de Badyn, Felix Bünning, John Lygeros, Colin N. Jones, Roy S. Smith
2021	J	`jnl`	Kernel-Based Identification with Frequency Domain Side-Information. CoRR Mohammad Khosravi, Roy S. Smith
2021	J	`jnl`	Kernel-based Impulse Response Identification with Side-Information on Steady-State Gain. CoRR Mohammad Khosravi, Roy S. Smith
2021	—	`conf`	Learning Finite-Dimensional Representations For Koopman Operators. L4DC Mohammad Khosravi
2021	J	`jnl`	Nonlinear System Identification With Prior Knowledge on the Region of Attraction. IEEE Control. Syst. Lett. Mohammad Khosravi, Roy S. Smith
2021	J	`jnl`	On Robustness of Kernel-Based Regularized System Identification. CoRR Mohammad Khosravi, Roy S. Smith
2021	—	`conf`	Performance-based Trajectory Optimization for Path Following Control Using Bayesian Optimization. CDC Alisa Rupenyan, Mohammad Khosravi, John Lygeros
2021	J	`jnl`	Performance-based Trajectory Optimization for Path Following Control Using Bayesian Optimization. CoRR Alisa Rupenyan, Mohammad Khosravi, John Lygeros
2021	J	`jnl`	Regularized Identification with Internal Positivity Side-Information. CoRR Mohammad Khosravi, Roy S. Smith
2020	J	`jnl`	Cascade Control: Data-Driven Tuning Approach Based on Bayesian Optimization. CoRR Mohammad Khosravi, Varsha Behrunani, Roy S. Smith, Alisa Rupenyan, John Lygeros
2020	J	`jnl`	Convex Nonparametric Formulation for Identification of Gradient Flows. CoRR Mohammad Khosravi, Roy S. Smith
2020	J	`jnl`	Expected Convergence Rate to Consensus in Asymmetric Networks: Analysis and Distributed Estimation. IEEE Trans. Syst. Man Cybern. Syst. Mohammad Mehdi Asadi, Mohammad Khosravi, Amir G. Aghdam, Stéphane Blouin
2020	J	`jnl`	Linear Time-Periodic System Identification with Grouped Atomic Norm Regularization. CoRR Mingzhou Yin, Andrea Iannelli, Mohammad Khosravi, Anilkumar Parsi, Roy S. Smith
2020	J	`jnl`	Nonlinear System Identification with Prior Knowledge of the Region of Attraction. CoRR Mohammad Khosravi, Roy S. Smith
2020	J	`jnl`	Parameter Identification for Digital Fabrication: A Gaussian Process Learning Approach. CoRR Yvonne R. Stürz, Mohammad Khosravi, Roy S. Smith
2020	J	`jnl`	Performance-Driven Cascade Controller Tuning with Bayesian Optimization. CoRR Mohammad Khosravi, Varsha Behrunani, Piotr Myszkorowski, Roy S. Smith, Alisa Rupenyan, John Lygeros
2020	J	`jnl`	Safety-Aware Cascade Controller Tuning Using Constrained Bayesian Optimization. CoRR Christopher König, Mohammad Khosravi, Markus Maier, Roy S. Smith, Alisa Rupenyan, John Lygeros
2019	—	`conf`	Controller Tuning by Bayesian Optimization An Application to a Heat Pump. ECC Mohammad Khosravi, Annika Eichler, Nicolas Schmid, Roy S. Smith, Philipp Heer
2019	—	`conf`	Data-Driven Predictive Control of Buildings; A Regression Based Approach. CCTA Mohammad Khosravi, Annika Eichler, Ahmed Aboudonia, Roger Buck, Roy S. Smith
2019	—	`conf`	Kernel-Based Identification of Positive Systems. CDC Mohammad Khosravi, Roy S. Smith
2019	J	`jnl`	Robust Adaptive Model Predictive Control with Worst-Case Cost. CoRR Anilkumar Parsi, Andrea Iannelli, Mingzhou Yin, Mohammad Khosravi, Roy S. Smith
2019	J	`jnl`	Structured exploration in the finite horizon linear quadratic dual control problem. CoRR Andrea Iannelli, Mohammad Khosravi, Roy S. Smith
2016	—	`conf`	A cooperative receding horizon controller for multi-target interception with Obstacle Avoidance. CDC Mohammad Khosravi, Hossein Khodadadi, Amir G. Aghdam, Hassan Rivaz
2016	—	`conf`	A subspace consensus approach for distributed connectivity assessment of asymmetric networks. CDC Mohammad Mehdi Asadi, Mohammad Khosravi, Stéphane Blouin, Amir G. Aghdam
2016	C	`conf`	Cooperative receding horizon control of double integrator vehicles for multi-target interception. ACC Mohammad Khosravi, Hossein Khodadadi, Hassan Rivaz, Amir G. Aghdam
2016	C	`conf`	Generalized algebraic connectivity for asymmetric networks. ACC Mohammad Mehdi Asadi, Mohammad Khosravi, Amir G. Aghdam, Stéphane Blouin
2015	—	`conf`	Cooperative control for multi-target interception with sensing and communication limitations: A game-theoretic approach. CDC Mohammad Khosravi, Hossein Khodadadi, Hassan Rivaz, Amir G. Aghdam
2015	C	`conf`	Joint power optimization and connectivity control problem over underwater random sensor networks. ACC Mohammad Mehdi Asadi, Mohammad Khosravi, Amir G. Aghdam, Stéphane Blouin
2015	—	`conf`	Maximum reward collection problem: a cooperative receding horizon approach for dynamic clustering. RACS Mohammad Khosravi, Hossein Khodadadi, Amir G. Aghdam, Hassan Rivaz
2015	C	`conf`	Stability analysis of dynamic decision-making for vehicle heading control. ACC Mohammad Khosravi, Amir G. Aghdam
2014	—	`conf`	Cooperative receding horizon control for multi-target interception in uncertain environments. CDC Mohammad Khosravi, Amir G. Aghdam