Minimization of Routing Area in MEDA Biochips. - Chiharu Shiro; Hiroki Nishikawa; Xiangbo Kong; Hiroyuki Tomiyama; Shigeru Yamashita (BioCAS, 2021)

Shape-Dependent Velocity Based Droplet Routing on MEDA Biochips. - Chiharu Shiro; Hiroki Nishikawa; Xiangbo Kong; Hiroyuki Tomiyama; Shigeru Yamashita; Sudip Roy 001 (IEEE Access, 2022)

Multi-Droplet Routing based on a Shape-Dependent Velocity Model on MEDA Biochips. - Chiharu Shiro; Hiroki Nishikawa; Xiangbo Kong; Hiroyuki Tomiyama; Shigeru Yamashita (ICEIC, 2023)

A Deep Reinforcement Learning-based Routing Algorithm for Unknown Erroneous Cells in DMFBs. - Tomohisa Kawakami; Chiharu Shiro; Hiroki Nishikawa; Xiangbo Kong; Hiroyuki Tomiyama; Shigeru Yamashita (NEWCAS, 2023)

A Fast Approach to Droplet Routing with Shape-Dependent Velocity on MEDA Biochips. - Kaito Mori; Chiharu Shiro; Hiroki Nishikawa; Xiangbo Kong; Hiroyuki Tomiyama; Shigeru Yamashita (NEWCAS, 2023)

A Deep Reinforcement Learning Approach to Droplet Routing for Erroneous Digital Microfluidic Biochips. - Tomohisa Kawakami; Chiharu Shiro; Hiroki Nishikawa; Xiangbo Kong; Hiroyuki Tomiyama; Shigeru Yamashita (Sensors, 2023)

Simultaneous Routing with Washing Droplets in MEDA Biochips. - Chiharu Shiro; Hiroki Nishikawa; Xiangbo Kong; Hiroyuki Tomiyama; Shigeru Yamashita (ATAIT, 2024)