publications
2026

AI
Semantic Fields: Open-Vocabulary Spatial Inference from Street-View
Sean Hardesty Lewis, Matt Franchi, Wendy Ju
In Progress, 2026
2025


Data
OpenCityCorpus: A Large-Scale, Harmonized, and LLM-Ready Corpus of Urban Data for Scientific Research
Junfeng Jiao, Sean Hardesty Lewis, Yiming Xu, Jihyung Park, Connor Phillips
Presented at NeurIPS 2025 AI4Science Workshop
posters & talks
2025

2024


May 2024
AI Emergency Communication: Deterministic Models for Critical Information
2nd Annual Smart Cities and Generative AI Symposium (Good Systems)

April 2024
Finding the Optimal Way Out: A Study on Bellman's Lost in a Forest Problem
Math for All Conference



January 2024
Digital Planning for Sustainable Urban Future
Utrecht University, Netherlands (audience included Dr. Michael Batty)
2023

August 2023
AI-Powered Insights: Extracting Value from Complex Data Ecosystems
1st Annual Smart Cities and Generative AI Symposium (Texas Advanced Computing Center)

