OOIR: Observatory of International Research

Papers

(The H4-Index of Annual Reviews in Control is 28. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-05-01 to 2025-05-01.)

Article	Citations
Linear quantum systems: A tutorial	111
The data-driven approach to classical control theory	110
A real-time interactive decision-making and control framework for complex cyber-physical-human systems	95
A comprehensive review of models and nonlinear control strategies for blood glucose regulation in artificial pancreas	81
Safe-by-design planner–tracker synthesis with a hierarchy of system models	74
Contamination event diagnosis in drinking water networks: A review	74
Adaptive conductance control	72
A review on VSC-HVDC control schemes	67
Applications of metaheuristic optimization algorithms in model predictive control for chemical engineering processes: A systematic review	66
Control-theoretic modeling of multi-species water quality dynamics in drinking water networks: Survey, methods, and test cases	61
Cognitive systems and interoperability in the enterprise: A systematic literature review	60
Probabilistic prediction methods for nonlinear systems with application to stochastic model predictive control	59
A critical review of cyber-physical security for building automation systems	56
A survey on tracking control of unmanned underwater vehicles: Experiments-based approach	45
Model Predictive Control of water resources systems: A review and research agenda	44
Quantum covariance and filtering	44
A review of physics-based learning for system health management	43
State estimation of the Stefan PDE: A tutorial on design and applications to polar ice and batteries	43
Learning safe control for multi-robot systems: Methods, verification, and open challenges	42
Probabilistic feasibility in data-driven multi-agent non-convex optimization	39
Editorial Board	39
Ergodic risk-sensitive control—A survey	38
Adaptive control and reinforcement learning for vehicle suspension control: A review	37
Safety-critical control for autonomous systems: Control barrier functions via reduced-order models	35
Behavioral theory for stochastic systems? A data-driven journey from Willems to Wiener and back again	31

Reinforcement Learning for feedback-enabled cyber resilience	30
Closed-form and robust expressions for data-driven LQ control	30
Learning and forgetting in systems neuroscience: A control perspective	29
The optimization landscape of hybrid quantum–classical algorithms: From quantum control to NISQ applications	28
Special section on estimation and control of quantum systems	28
Lateral control for autonomous vehicles: A comparative evaluation	28