TOP > Rohto Mathematical CPS Innovation Collaborative Research Cluster

Rohto Mathematical CPS Innovation Collaborative Research Cluster

	Prof. Katsuki FUJISAWA
	Room: G5	Mail-Box: G5-5
	TEL: 045-924-5086
	E-mail: fujisawa.k.aa(at)m.titech.ac.jp Please replace “(at)” with “@”.
	HomePage:

Research Field　Mathematical optimization, graph analysis, machine learning, deep learning, high-performance computing.
Objective 　Solving various challenges faced by cities, regions, and the industrial sector through the realization of digital twins.
Current Topics
・Creation of industrial applications enabled by the realization of digital twins.
・Development of mathematical models and algorithms for mobility optimization.
・Utilization of deep learning and quantum computing in production settings.
・Development of detection and tracking technologies for moving objects using deep learning.
・Large-scale data analysis using supercomputers.

Digital Twin Overview

	Asst. Prof. Hiroki ISHIKURA（Specially Appointed）〔Fujisawa Lab〕
	Room: G5	Mail-Box: G5-5
	TEL: 045-924-5086
	E-mail: ishikura.h.de21(at)m.isct.ac.jp Please replace “(at)” with “@”.
	HomePage: https://sites.google.com/view/fujisawa-lab-en/about-us/members/hiroki-ishikura

Current Topics
・Optimization of transporting machine operations using mathematical optimization
・Realization of smart factories through deep learning and mathematical optimization

Overview of Mobility Optimization in Automated Warehouses

	Asst. Prof. Keiichiro YAMAMURA（Specially Appointed）〔Fujisawa Lab〕
	Room: G5	Mail-Box: G5-5
	TEL: 045-924-5086
	E-mail: yamamura.k.d731(at)m.isct.ac.jp Please replace “(at)” with “@”.
	HomePage: https://sites.google.com/view/fujisawa-lab-en/about-us/members/keiichiro-yamamura

Current Topics
・Development of efficient training algorithm using mathematical optimization
・Application of quantum optimization in training and inference of neural networks