Prof. Osamu MARUYAMA
My
lab GitHub site: https://github.com/maruyama-lab-design
Publications
Osamu Maruyama - Google Scholar
Citations
For
prospective applicants who would like to choose me as their supervisor
Please contact me
before the application period begins to discuss your study plan and research
ideas in detail.
Applicants are
expected to have prior experience in computer programming (particularly Python)
and in computer science, especially in the field of machine learning.
👉 日本語版はこちら
Contact information:
Faculty of
Design, Kyushu
University
4-9-1 Shiobaru,
Minami Ward, Fukuoka, Fukuoka Prefecture 815-0032, Japan
Email: maruyama at design dot kyushu-u
dot ac dot
jp
Office: 608,
5th building, the Ohashi campus, Kyushu University
Research Summary
In our lab, we design and develop
deep learning models to address computational problems in bioinformatics.
Some earlier example projects
includes:
l Bayesian inference slides: Summer school
2019 of Human science international course in the Graduate school of design,
Kyushu University
l Collapsed Gibbs sampling algorithm to infer
binding sites of E3 ubiquitin ligases (E3s)
l Markov chain Monte Carlo algorithms to predict
protein complexes from protein-protein interaction networks
l “Mechanism
of maintenance DNA methylation: How specific property of each cell-type is
maintained through cell divisions”
This film was produced by Yujin
FUKUSHIMA （福嶋友人）, a past
member of our lab in collaboration with Sasaki
lab （佐々木研究室）
(Devision of Epigenomics and Development, Department of Molecular and
Structural Biology, Medical
Institute of Bioregulartion, Kyushu
University).
Link