AO Admission to English-based Program Entering in September 2025
AO Admission to English-based Graduate Program for Entering in September 2025
Recruitment of graduate students in Master’s and Doctoral Programs
We are looking for talented, dedicated students who are passionate about machine learning, optimization, and the data science field and can contribute in various ways. We particularly wait for students with a strong mathematical theoretical approach background. The topics of interest include but are not limited to:
- generative models,
- flow-matching models, including continuous normalizing flows (CNFs),
- score-based diffusion model,
- gradient flows (GFs) on metric spaces,
- dynamic/static optimal transport (OT) and Wasserstein space,
- neural ordinary differential equations (ODEs) and stochastic differential equations (SDEs),
- physics-inspired machine learning, including neural partial differential equations (PDEs),
- distribution sampling method and variational inference, and
- nonlinear operator learning.
For those who are interested in joining us as a student in the doctoral or master’s course, please follow the procedure below:
Note that we do not accept any ”Non-degree Research Students （科目等履修生）” at the moment.
