Takashi Furuya
I am an Assistant Professor in the Faculty of Life and Medical Sciences at Doshisha University and a Visiting Scientist at the RIKEN Center for Advanced Intelligence Project.
My research interests lie at the intersection of applied mathematics and machine learning, with a particular focus on:
- Neural operators and operator learning
- Transformers and in-context learning
- Approximation theory for deep learning
- Inverse problems for partial differential equations
Contact
E-mail: tfuruya@mail.doshisha.ac.jp
Personal: takashi.furuya0101@gmail.com
Recent News
Education and Professional Experience
- September 2025–present: Visiting Scientist, RIKEN Center for Advanced Intelligence Project, Computational Physics Machine Learning Team, Japan
- April 2025–present: Assistant Professor, Faculty of Life and Medical Sciences, Doshisha University, Japan
- August 2022–March 2025: Assistant Professor, Education and Research Center for Mathematical and Data Science, Shimane University, Japan
- April 2021–July 2022: JSPS Postdoctoral Fellow, Department of Mathematics, Hokkaido University, Japan
- 2018–2021: Ph.D. in Mathematics, Graduate School of Mathematics, Nagoya University
- 2016–2018: M.Sc. in Mathematics, Graduate School of Mathematics, Nagoya University
- 2012–2016: B.Sc. in Mathematics, College of Mathematics, University of Tsukuba