1 year ago · 2 MIN READ

Research projects

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• Autonomous Construction

  • Large Scale Robotic 3D Printing
  • Embodied Agentic AI for Construction

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• Hybrid Quantum-Classical Computing for Autonomy

  • Hybrid Quantum-Classical Convolutional Model

       

• Data-driven Material Design and Optimization

  

  • Optimizing concrete to reduce carbon emission for 3D printing application

• Multiscale Computational Mechanics

  

  • Machine Learning-based data-driven constitutive modeling by soft computing
  • Soil dynamics for site response analysis and multi-scale earthquake liquefaction
  • Marine infrastructure-seabed dynamics
  • Multiscale modeling of geo-systems: [1], [2]

• Machine Learning / Deep Learning / Computer Vision / Data Mining

  

  • AI-enabled FEM
  • Unsupervised learning for uncertainty quantification
  • Converting BIM to FEM model using AI
  • Computer vision and augmented reality
  • Data mining and pattern recognition

• Natural Hazards / Infrastructure Resilience / Smart City

  

  • AI-assisted large-scale rapid screening of infrastructure vulnerabilities
  • Deep learning and computer vision for city information modeling
  • Performance-based engineering
  • City-scale transportation infrastructure resilience to natural disasters
  • AI-assisted tropical cyclone hazard modeling
  • Rehabilitation of Aging Structures using Advanced Materials
  • Probabilistic data-driven methods for multiscale evaluation of geohazard
  • Multiscale soil-city interaction

• Uncertainty and Risk Quantification

  
  • Stochastic FEM
  • Earthquake engineering with uncertainty quantification
  • Random fields for spatial-temporal analysis

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