Artificial Intelligence and Machine Learning:
- AI-driven design automation; Human-machine symbiosis for creative arts.
- Open AI, ChatGPT integration with XR technology for education.
- Machine learning and deep learning algorithm to predicate building risk associated with typology and context.
In the Building Safety Analysis with Machine Learning, I guided the XR-Lab, as the PI and created a building image database to train an intelligent machine, a deep-learning algorithm. The AI aims to learn the correlations between building roof topology and risk associated with wind, water, and context. The Cincinnati Insurance Company (CIC) funded the project with multiple phases. Teamed with CIC, XR-Lab developed a predictive machine learning algorithm with a convolutional neural network to predict building typologies and various characteristics associated with roof risk.