All Stories

  1. Article
    Mapping the contributions of smart buildings to ESG goals: A critical narrative review and socio-technical analysis
    Dr. Rania Labib
  2. Article
    Evaluating Machine Learning Models for Sustainable Building Design: Energy, Emissions, and Comfort Metrics
    Dr. Rania Labib
  3. Article
    Using AI and Physics Together to Predict Daylight in Buildings Faster and More Accurately
    Dr. Rania Labib
  4. Article
    Using AI to Make Learning Building Energy Modeling Faster and Easier
    Dr. Rania Labib
  5. Article
    Utilizing Physics-Informed Neural Networks to Advance Daylighting Simulations in Buildings
    Dr. Rania Labib
  6. Article
    Investigation of the Non-visual Effects of Lighting on the Elderly
    Dr. Rania Labib
  7. Article
    A Fast and Easy Way to Predict Daylight in Buildings Using AI Inside 3D Modeling Software
    Dr. Rania Labib
  8. Article
    Utilizing High Performance Computing to Improve the Application of Machine Learning for Time-Efficient Prediction of Buildings’ Daylighting Performance
    Dr. Rania Labib
  9. Article
    Machine learning-based framework to predict single and multiple daylighting simulation outputs using neural networks
    Dr. Rania Labib
  10. Article
    The Negative Impact of Solar Reflections Caused by Reflective Buildings’ Facades: Case Study of the Nasher Museum in Texas
    Dr. Rania Labib
  11. Article
    Trade-off method to assess the interaction between light shelves and complex ceiling forms for optimized daylighting performance
    Dr. Rania Labib
  12. Article
    Improving daylighting in existing classrooms using laser cut panels
    Dr. Rania Labib
  13. Article
    Using Python to Automate the Preparation and Execution of Thousands of Daylighting and Glare Simulations on a Cloud Parallel Computing environment for Time-efficient Simulations
    Dr. Rania Labib