Morris Huang
Research Assistant @ National Center for Theoretical Sciences
Hey, my name is Morris Huang (黃禹超 in Chinese). I have recently graduated with a Master’s in Physics under the guidance of Prof. Hsi-Sheng Goan at National Taiwan University. I am currently working as research assistant at National Center for Theoretical Sciences. My research interest lies in the intersection of machine learnin and computation. I have experience in machine learning, parallel computing, particle-in-cell simulation, quantum opitmization, quatnum machine learning, and molecular dynamics.
I am passionate about interdisciplinary research at the intersection of quantum computing and machine learning. My work focuses on applying machine learning techniques to quantum computers with theoretical guarantees, aiming to develop novel algorithms to enhance quantum computation efficiency and effectiveness. I am also a prospective Ph.D. applicant for fall 2024.
Demo - Two Stream Instability
Beam Width ( \(1 / V_b \) )
The phenomenon of the two-stream instability occurs where plasma flows are moving in opposite directions. This instability arises from the transfer of energy between particles in the plasma and EM wave, leading to the exponential growth of certain wave modes, described by the dispersion relation. \[ 1 = \dfrac{\omega_p^2/2}{(\omega+\omega_D)^2} + \dfrac{\omega_p^2/2}{(\omega-\omega_D)^2}. \] (See blog post for more detail )