Grant

University of Notre Dame, Center for Informatics and Computational Sciences.
2018 Seed Grant. “Incorporating Uncertainty in Plant Growth into Models of Coastal Sediment Accretion.” Role: Co-PI, funded, $32,000.

Yonsei University, Research Grant for New Faculty. “Latent Space Rasch Model: Binary Item Response Matrix Using Network Modeling.” 2019-2022.
Role: PI, funded, $25,200 (30,000,000 won).

Korean National Research Foundation. “Latent Space Generalized Linear Model and Its Applications.” 2020-2024.
Role: PI, funded, $336,225 (400,000,000 won).

Korean National Institute of Environmental Research. “Evaluation and Improvement of Data Manipulation Algorithm for Environmental Satellite (GEMS).” 2023.
Role: Co-PI, funded, Co-PI portion: $68,967.67 (90,000,000 won).

Bank of Korea. “A Study on Predicting Corporate Bankruptcy Risk Using Big Data.” 2023.
Role: PI, funded, $15,326.15 (20,000,000 won).

Korean National Research Foundation, Basic Research Lab. “Analysis for High-dimensional Infectious Disease Data Based on AI and Bayesian Machine Learning.” 2023-2026.
Role: PI, funded, $1,048,610 (1,350,000,000 won).

Institute for Information & Communication Technology Planning & Evaluation. “Developing Education Program for ICT Core Talented Researcher.” 2023-2025.
Role: Co-PI, funded, $478,942.13 (625,000,000 won).

Korean National Research Foundation. “Development of Statistical Models for Social Influence and Selection Using Network Mediation Analysis.” 2024-2029.
Role: PI, funded, $891,805.69 (1,235,900,000 won).

Korean National Research Foundation, Social Science Korea – Longitudinal Data Research. “Innovation for the New Normal Era: Building Longitudinal Data on Alpha Generation’s Digital Daily Life.” 2024-2031.
Role: Co-PI, funded, $1,161,917.96 (1,610,000,000 won).

Bank of Korea. “Advancement of Data Analysis Library for the Bank of Korea.” 2024.
Role: Co-PI, funded, $61,659.06 (90,000,000 won).

Korean National Research Foundation, Social Science Korea – Longitudinal Data Research. “Innovation for the New Normal Era: Building Longitudinal Data on Alpha Generation’s Digital Daily Life.” 2024-2031.
Role: Co-PI, funded, $1,161,917.96 (1,610,000,000 won).

Korean National Research Foundation, Interdisciplinary Research. “Elucidating the Neuro-Cognitive Mechanisms of Social Isolation and Loneliness Based on Data Science: A Combined Analysis of fNIRS Neuroimaging and Multi-Modal Data.” 2025-2028.
Role: Co-PI, funded, $485,135.38 (660,000,000 won).