Data Science and stuff

Welcome to Tsuda Lab, Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, at The University of Tokyo.

Our areas of research include machine learning, data mining, statistical science and their applications to molecular biology, protein science, organic chemistry, materials science and related fields.

Recent Publications

Enhancing Biomolecular Sampling with Reinforcement Learning: A Tree Search Molecular Dynamics Simulation Method

This paper proposes a novel molecular simulation method, called tree search molecular dynamics (TS-MD), to accelerate the sampling of …

Integration of sonar and optical camera images using deep neural network for fish monitoring

Fish monitoring in aquaculture farms is indispensable for managing the growth and health status of fish resources. However, it is …


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