Research

Research Domains for AI based Modelling:
  • Infrastructural System Analysis
    • Health Monitoring of Water Distribution Systems
    • Health Monitoring of Offshore Wind Turbines
    • Optimization of Energy Systems in Buildings
    • Self-Learning Agents for Construction Site Works
    • Traffic Route Optimization for Traditional Vehicles
    • Computer Vision for Carbon Condition Monitoring
  • Decision Support Systems for Extreme-Events
    • Pre-Event Analysis
    • During-Event Analysis
    • Post-Event Analysis
  • Probabilistic Structural Demand Analysis (PSDA)
    • Structural Digital Twining and Surrogate Modelling
    • Structural Demand Estimation Models (SDEMs) for Seismic Demand Prediction
    • Multi-Hazard Structural Demand Spectrum (SSDS) for PSDA
    • PSDA for Multiple Sequential and Joint Hazards
  • System Identification and Model Updating
    • Bridge Model Updating using Bayesian State and Parameter Estimation Methods
    • System Identification and Frequency Analysis of Offshore Wind Turbines
  • Seismic Ground Motion Analysis
    • Real-Time and Near-Real-Time Estimation of Ground Motion Time-Series
    • Generalized Ground Motion Models (GGMMs) for Ground Motion Intensity Prediction
    • Sensitivity Analysis of Ground Motions from Crustal and Subduction Environments
    • Risk/Vulnerability/Hazard Analysis of Structures under Ground Motions Sequences
  • Synthetic Seismic Ground Motions Analysis
    • Evaluation of Physics-Based Simulated Ground Motions
    • Validation and Utilization of Site-Based Simulated Ground Motions
    • Efficient Algorithms to Simulate Intensity-Targeted Site-Based Ground Motions
  • Reliability Analysis
    • Effects of Vertical Component of Earthquake Ground Motions on Structural Reliability
    • Reliability Analysis of Different Base-Plate Connections for Steel Structures
  • Alternate Construction Materials
    • Fibre Reinforced Polymers (FRP)
    • Controlled Low-Strength Materials (CLSM)