IBS Conference on Dark World

Session

Session 4

28 Oct 2025, 16:20

IBS HQ (IBS Science and Culture Center)

Conveners

Session 4

• Jai-chan Hwang (IBS CTPU-PTC)

13. Understanding Galactic Dark Matter with Neural Networks

Sung Hak Lim (IBS CTPU-PTC)

28/10/2025, 16:20

Recent advances in machine learning (ML), particularly neural density estimation like normalizing flows, diffusion models, and flow matching, have opened new doors for high-precision, model-independent density estimation. These techniques are highly valuable for galactic dynamics studies, as they allow us to estimate the distribution of stars in phase space (position and velocity) without...

14. Axion mass prediction from cosmic string network

Minho Son (KAIST)

28/10/2025, 17:00