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Updated: Sep 22, 2025

Assembly and Characterization of an External Driver for the Generation of Sub-Kilohertz Oscillatory Flow in Microchannels
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Assembly and Characterization of an External Driver for the Generation of Sub-Kilohertz Oscillatory Flow in Microchannels

Published on: January 28, 2022

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Dynamic effects on reservoir computing with a Hopf oscillator

Md Raf E Ul Shougat1, XiaoFu Li1, Edmon Perkins1

  • 1Department of Mechanical & Aerospace Engineering, LAB2701: Nonlinear Dynamics Laboratory, North Carolina State University, Raleigh, North Carolina 27695, USA.

Physical Review. E
|May 20, 2022
PubMed

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