Selected invited talks, seminars, and conference presentations.

2026

Generative AI Models for Causal Mediation Analysis with Network Outcomes
Joint Statistical Meetings (JSM), Causal Inference with Interference Session

Mechanism-Oriented AI for Clinical Data
AI at Yale Interdisciplinary Symposium; Robert S. Sherwin Yale Center for Clinical Investigation (YCCI) All Scholar Day


2025

Physics-Based Deep Learning for Predicting Urban Air Pollution Using Decadal Time Series Data
Harvard Center for Geographic Analysis Conference, The Geography of Digital Twins; Symposium on Spatiotemporal Data Science

How to Better Predict the Effect of Urban Traffic and Weather on Air Pollution? Norwegian Evidence from Machine Learning Approaches
Chinese Economists Society Conference; AERE Summer Workshop on Environment, Energy, and Transportation


2024

Modeling Impacts of Traffic, Air Pollution, and Weather Conditions on Cardiopulmonary Disease Mortality
Asia Meeting of the Econometric Society

How to Better Predict the Effect of Urban Traffic and Weather on Air Pollution? Norwegian Evidence from Machine Learning Approaches
California Institute of Technology Bray Seminar; Caltech Postdoctoral Association Postdoc Launch Talk; Division of Geological and Planetary Sciences, California Institute of Technology

Climate Change and Urban Heat Stress
Harvard Center for Geographic Analysis Conference, International Symposium of Spatiotemporal Data Science


2023

Using Support Vector Machine and Decision Tree to Predict Mortality Related to Traffic, Air Pollution, and Meteorological Exposure in Norway
Environmental, Resource, and Innovation Economics Research Department, Statistics Norway (SSB)


2022

How to Better Predict the Effect of Urban Traffic and Weather on Air Pollution? Norwegian Evidence from Machine Learning Approaches
Nordic Annual Environmental and Resource Economics Conference; Annual Meeting of the Norwegian Association of Economists; Urban Transitions Conference; Annual Meeting of the Southern Economic Association; Economics Department Seminar, Norwegian University of Science and Technology; Norwegian Public Roads Administration; Method Development and Analytics Department, Norwegian Institute of Public Health