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- research-articleJanuary 2024
Dynamic Adaptation Using Deep Reinforcement Learning for Digital Microfluidic Biochips
- Tung-Che Liang,
- Yi-Chen Chang,
- Zhanwei Zhong,
- Yaas Bigdeli,
- Tsung-Yi Ho,
- Krishnendu Chakrabarty,
- Richard Fair
ACM Transactions on Design Automation of Electronic Systems (TODAES), Volume 29, Issue 2Article No.: 24, Pages 1–24https://doi.org/10.1145/3633458We describe an exciting new application domain for deep reinforcement learning (RL): droplet routing on digital microfluidic biochips (DMFBs). A DMFB consists of a two-dimensional electrode array, and it manipulates droplets of liquid to automatically ...
- research-articleNovember 2010
A contamination aware droplet routing algorithm for the synthesis of digital microfluidic biochips
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCADICS), Volume 29, Issue 11Pages 1682–1695https://doi.org/10.1109/TCAD.2010.2062770Recent advances of digital microfluidic biochips (DMFBs) have revolutionized the traditional laboratory procedures. By providing the droplet-based system, DMFB can perform real-time biological analysis and safety-critical biomedical applications. ...