The aim of this workshop is to bring together researchers working in related areas on the occasion of Professor Menon’s visit to Japan. The program will feature a mini-course delivered by Professor Menon, together with invited lectures by leading researchers whose work is closely connected to the themes of the course. By combining an in-depth instructional component with complementary research talks, the workshop seeks to promote active discussion, foster new collaborations, and stimulate further developments in the field.
Apr 21 (Tue) 10:00 -- 23 (Thur) 16:00, 2026.
W1-D413 (IMI Auditorium), Ito Campus, Kyushu University, Fukuoka, Japan
April 21st (Tue)
10:00--11:00 Govind Menon: Random matrix models and deep learning I
11:20--12:20 Govind Menon: Random matrix models and deep learning II
12:20--13:30 Lunch Break
13:30--14:30 Satoshi Yabuoku: Non-Hermitian matrix-valued Brownian motion
15:00--16:00 Makoto Katori: Log-Gases and Multiple SLEs
16:30--17:30 Hirofumi Osada: Geometry of submanifolds in infinite-particle systems and stochastic dynamics
April 22nd (Wed)
10:00--11:00 Govind Menon: Random matrix models and deep learning III
11:20--12:20 Govind Menon: Random matrix models and deep learning IV
12:20--13:30 Lunch Break
13:30--14:30 Atsushi Katsuda: Long time asymptotics of heat kernel for nilpotent and further extensions
15:00--16:00 Takuya Murayama: Towards a certain extension of Loewner energy
16:30--17:30 Jake Mundo: Geometric interpretations of multivariate Bessel processes
April 23rd (Thur)
10:00--11:00 Govind Menon: Random matrix models and deep learning V
11:20--12:20 Govind Menon: Random matrix models and deep learning VI
12:20--13:30 Lunch Break
13:30--14:30 Yuzuru Inahama: Large deviations for small noise hypoelliptic diffusion bridges on sub-Riemannian manifolds
NSF (National Science Foundation) and JSPS (Japan Society for the Promotion of Science)
JSPS KAKENHI Grant numbers JP22H05105 and JP23K25774