OOIR: Observatory of International Research

Papers

(The H4-Index of Annual Reviews in Control is 36. 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 2021-11-01 to 2025-11-01.)

Article	Citations
A real-time interactive decision-making and control framework for complex cyber-physical-human systems	156
A comprehensive review of models and nonlinear control strategies for blood glucose regulation in artificial pancreas	147
The data-driven approach to classical control theory	140
Contamination event diagnosis in drinking water networks: A review	120
Linear quantum systems: A tutorial	107
Control-theoretic modeling of multi-species water quality dynamics in drinking water networks: Survey, methods, and test cases	96
Safe-by-design planner–tracker synthesis with a hierarchy of system models	92
Adaptive conductance control	91
Smith predictor based control of multi time-delay processes	91
A review on VSC-HVDC control schemes	87
Applications of metaheuristic optimization algorithms in model predictive control for chemical engineering processes: A systematic review	83
Human-like learning in car following: An attention-based driving strategy with memory-inspired adaptation	81
Observer-based error correction in finite memory approaches for pseudo state estimation of fractional dynamic models	76
Cognitive systems and interoperability in the enterprise: A systematic literature review	67
A critical review of cyber-physical security for building automation systems	66
Probabilistic prediction methods for nonlinear systems with application to stochastic model predictive control	64
A survey on tracking control of unmanned underwater vehicles: Experiments-based approach	61
Model Predictive Control of water resources systems: A review and research agenda	61
Quantum covariance and filtering	54
A review of physics-based learning for system health management	54
Special section on fractional differentiation and its applications: Automatic control	52
Learning safe control for multi-robot systems: Methods, verification, and open challenges	52
State estimation of the Stefan PDE: A tutorial on design and applications to polar ice and batteries	51
Editorial Board	51
Ergodic risk-sensitive control—A survey	47

Probabilistic feasibility in data-driven multi-agent non-convex optimization	46
Behavioral theory for stochastic systems? A data-driven journey from Willems to Wiener and back again	44
Safety-critical control for autonomous systems: Control barrier functions via reduced-order models	43
Reinforcement Learning for feedback-enabled cyber resilience	43
Adaptive control and reinforcement learning for vehicle suspension control: A review	43
Lateral control for autonomous vehicles: A comparative evaluation	42
The optimization landscape of hybrid quantum–classical algorithms: From quantum control to NISQ applications	41
Predictive and robust control strategies applied to ground antenna systems	40
Time-domain system identification using fractional models from non-zero initial conditions applied to Li-ion Batteries	40
A brief survey on encrypted control: From the first to the second generation and beyond	39
Special section on estimation and control of quantum systems	38