I am a licensed architect in Massachusetts and a PhD student at Stanford University in Civil and Environmental Engineering. Advised by Prof. Michael Lepech, I also collaborate closely with Prof. Jie Wang, Prof. Jackelyn Hwang, and Prof. Kincho Law. My research is supported by the Stanford Interdisciplinary Graduate Fellowship (SIGF) and the RAISE Doctoral Fellowship.

I worked for eight years in the architecture industry, specializing in complex facades and building systems for high-rise buildings after obtaining a Master of Architecture I from Harvard Graduate School of Design. This hands-on experience inspired me to tackle the industry's critical challenge of high embodied carbon. You can explore my architectural projects in the design section.

At Stanford University, my research connects building design with urban sociology and Life Cycle Assessment through data-driven Multimodal Large Language Models (MLLMs). I am developing an LLM-integrated framework that empowers diverse stakeholders to collaborate on building image generation, integrating community, code, and carbon during the critical early design phases.

ehjung[at]stanford.edu | LinkedIn | Google Scholar | Resume

Research

  • SDS Diagram

    The Urban Infill Paradox: Integrating Community, Code, and Carbon
    Oral Presentation, Stanford Sustainability Data Science (SDS) Conference, 2026
    Presentation

  • HICSS Diagram

    Large Language Models Based In-Context Learning for Early Stage Building Life Cycle Assessment
    Oral Presentation, Proceedings of the 59th Hawaii International Conference on System Sciences (HICSS-59), 2026
    Paper | Presentation

  • ISSST Diagram

    Application of Generative Artificial Intelligence for Early Stage Building Life Cycle Assessment
    Lighting Talk & Poster Session, International Symposium on Sustainable Systems and Technology (ISSST), 2025