Research

Closer to Home: An Structural Estimate-then-Optimize Approach to Improve Access to Healthcare Services (2025) with Fernanda Bravo, Ashvin Gandhi, and Elisa F. Long. Forthcoming at Management Science. 

• Finalist, INFORMS Pierskalla Best Paper Award, 2024

• Accepted to MSOM Healthcare Operations SIG, 2023

• Media Coverage: UCLA Anderson Review, National Academies of Sciences, Engineering, and Medicine

• 10min AI-generated podcast of our work (by NotebookLM)

Predicting Long-Term Opioid Use via Interpretable Machine Learning (2024) with Fernanda Bravo and Elisa F. Long. Under revision.

Flexible Risk Scoring Table: An Exponential Cone Program Approach with Fernanda Bravo and Elisa F. Long

AI for Mental Health: Trust, Engagement, and the Role of Information Design in Adoption with Junyou Chen and Yican Liu

AI as a First Responder? The Role of ChatGPT in Medical Emergencies. with Yiwen Jin, Jiayi Liu