Day 1
6:00 - 8:00 PM
Location: TBA
Day 2
Udo Room
Breakfast at Landing Dining 8:00 - 10:00
Registration 9:30 -
10:00 - 10:10
Hyungjoo Hwang, CM2LA
10:10 - 11:00
Noise-induced phenomena in stochastic heat equations
Kunwoo Kim, POSTECH (Chair: Beomjun Choi)
Break 11:00 - 11:20
11:20 - 12:10
Beyond the curse of dimensionality: Scalable policy iteration for HJB equations via neural operators
Yeoneung Kim, CM2LA (Chair: Beomjun Choi)
Lunch at Jeju Seon Restaurant 12:10 - 2:00
2:00 - 2:40
Mathematical Machine Learning Perspectives on Constrained Sampling and Gradient-Flow PDE Dynamics
Geuntaek Seo, CM2LA (Chair: Sunyoung Shin)
Tea Time 2:40 - 3:00
3:00 - 3:40
A Global-in-Time Physics-Informed Neural Particle Method for Kinetic Equations
Sungjun Son, CM2LA (Chair: Sunyoung Shin)
Tea Time 3:40 - 4:00
4:00 - 4:40
Learning from imperfect data: robust inference of dynamic systems using simulation-based generative model
Hyunwoo Cho, CM2LA (Chair: Sunyoung Shin)
Banquet at at Landing Dining 6:00 - 8:00
Day 3
Udo Room
Breakfast at Landing Dining 8:00 - 10:00
10:00 - 10:50
수학을 더하면 데이터가 달라진다: 바이오 및 의료 AI의 3가지 전략
Jae Kyoung Kim, KAIST (Chair: Jinsu Kim)
Tea Time 10:50 - 11:10
11:10 - 12:00
A Few Analytical Viewpoints on Generative Modeling
Dohyun Kwon, Yonsei University (Chair: Jinsu Kim)
Lunch at Jeju Seon Restaurant 12:00 - 1:30