- BIM and Construction Integration
- Construction Project Management and Performance
- Occupational Health and Safety Research
- Advanced Data Processing Techniques
- Innovations in Concrete and Construction Materials
- Complex Systems and Decision Making
- Risk and Safety Analysis
- Advanced Sensor and Control Systems
- Advanced Algorithms and Applications
- Engineering Diagnostics and Reliability
- Oil and Gas Production Techniques
- Infrastructure Maintenance and Monitoring
- Wireless Sensor Networks and IoT
- Big Data and Business Intelligence
- Infrastructure Resilience and Vulnerability Analysis
- Advanced Manufacturing and Logistics Optimization
- Cloud Computing and Resource Management
- Blockchain Technology Applications and Security
- IoT and Edge/Fog Computing
McMaster University
2022-2025
Cairo University
2021
Complex by nature, infrastructure megaprojects rarely meet stakeholders' expectations. A key characteristic of such complexity is the interdependence among different project stakeholders (e.g., contractors) where disruption one contractor's work may instigate (system-level) systemic risks, resulting in poor performance indicators (KPIs) whole project. Attributed to lack appropriate analysis and quantification tools, managing risks from remains challenging. The current study fills this...
Abstract Early and accurate detection of operational anomalies in sucker-rod pumping wells is crucial. Maximizing production while minimizing downtime essential. Traditionally, dynamometer (dyno) card classification has been labor-intensive inefficient, especially with increasing high-frequency sensor data. To address this, a Semi-supervised Generative Adversarial Network (SSGAN) proposed. It classifies pump conditions. The model uses both labeled unlabeled dyno learns the underlying data...