OOIR: Observatory of International Research

Papers

(The H4-Index of Annual Reviews in Control is 33. 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 2022-06-01 to 2026-06-01.)

Article	Citations
A real-time interactive decision-making and control framework for complex cyber-physical-human systems	220
Partitioning techniques for non-centralized predictive control: A systematic review and novel theoretical insights	174
Contamination event diagnosis in drinking water networks: A review	169
The data-driven approach to classical control theory	149
A comprehensive review of models and nonlinear control strategies for blood glucose regulation in artificial pancreas	136
Applications of metaheuristic optimization algorithms in model predictive control for chemical engineering processes: A systematic review	120
Smith predictor based control of multi time-delay processes	105
Human-like learning in car following: An attention-based driving strategy with memory-inspired adaptation	91
Control-theoretic modeling of multi-species water quality dynamics in drinking water networks: Survey, methods, and test cases	90
A review on VSC-HVDC control schemes	80
Observer-based error correction in finite memory approaches for pseudo state estimation of fractional dynamic models	74
Cognitive systems and interoperability in the enterprise: A systematic literature review	73
Linear algebra based control design: A review with new perspectives	69
Probabilistic prediction methods for nonlinear systems with application to stochastic model predictive control	68
A critical review of cyber-physical security for building automation systems	68
Trajectory tracking control for autonomous vehicles: A systematic PRISMA review of models and strategies	65
Model Predictive Control via Probabilistic Inference: A tutorial and survey	64
Model Predictive Control of water resources systems: A review and research agenda	63
A review of physics-based learning for system health management	60
Learning safe control for multi-robot systems: Methods, verification, and open challenges	59
Special section on fractional differentiation and its applications: Automatic control	57
Bearing-based multi-agent formation control: A survey and taxonomy	57
Editorial Board	56
Adaptive control and reinforcement learning for vehicle suspension control: A review	46
Ergodic risk-sensitive control—A survey	46

Probabilistic feasibility in data-driven multi-agent non-convex optimization	46
Safety-critical control for autonomous systems: Control barrier functions via reduced-order models	43
Behavioral theory for stochastic systems? A data-driven journey from Willems to Wiener and back again	43
A brief survey on encrypted control: From the first to the second generation and beyond	40
Predictive and robust control strategies applied to ground antenna systems	38
Learning and forgetting in systems neuroscience: A control perspective	38
Time-domain system identification using fractional models from non-zero initial conditions applied to Li-ion Batteries	35
Closed-form and robust expressions for data-driven LQ control	34
Editorial Board	33
Optimized path planning for autonomous robots in complex environments using a modified RRT algorithm	33
Lateral control for autonomous vehicles: A comparative evaluation	33
Multi-time scale control and optimization via averaging and singular perturbation theory: From ODEs to hybrid dynamical systems	33