Research

Assessing Industry 5.0 and smart-transformation maturity, identifying the challenges organizations face in adopting Industry 5.0, and building digital-transformation roadmaps that fit the maturity of Iranian organizations.

Industry 5.0 · Maturity models · Roadmaps

Projects · 3

• Intelligent system for assessing Industry 4.0 maturity
• Digital-transformation-oriented process re-engineering at Behsazan Farda Holding
• Identifying and prioritizing companies' challenges in entering Industry 4.0, with improvement strategies

Machine learning, deep reinforcement learning and AI agents for organizational decision-making — from intelligent customer rating and weak-signal detection to AI copilots and multi-agent decision support.

Machine learning · Deep RL · LLMs · Agentic AI

Projects · 8

• Intelligent system for assessing Industry 4.0 maturity
• Processes and implementation models for a national technical and executive framework for AI applications
• Intelligent model and algorithm for customer rating and evaluation2024–25
• Data Science and AI School
• Weak-signal detection in social networks
• Intelligent model for assessing the maturity of HR process management
• A multi-agent deep reinforcement learning approach using news analytics for portfolio management
• Diagnosing and improving organizational processes with process mining and AI tools

Data-governance reference models, data strategy and data-driven roadmaps, and business-intelligence systems with management dashboards.

Data governance · Data strategy · BI · Dashboards

Projects · 3

• Data strategies for the Ministry of Energy2025–26
• Data-governance reference model and implementation roadmap for Mobarakeh Steel2023–24
• Data Science and AI School

Re-engineering and managing business processes with a digital-transformation lens, assessing process maturity, and diagnosing processes with process mining and AI.

BPM · Process mining · Re-engineering · Process maturity

Projects · 4

• Processes and implementation models for a national technical and executive framework for AI applications
• Digital-transformation-oriented process re-engineering at Behsazan Farda Holding
• Intelligent model for assessing the maturity of HR process management
• Diagnosing and improving organizational processes with process mining and AI tools

Simulation models and digital twins, optimization models, and hybrid simulation–machine-learning methods for improving and redesigning systems and processes.

Digital twin · Simulation · Optimization · Decision support

Projects · 0

Production scheduling and planning for reconfigurable, cloud, additive and human–robot collaborative manufacturing, and the design and simulation of smart production lines.

Scheduling · Reconfigurable manufacturing · Cloud manufacturing · Human–robot collaboration

Projects · 1

• Integrated configuration design and capacity planning in a dynamic cloud manufacturing system