23 citations · 35 across the 3 of their papers we have counts for
3 papers
physics.comp-ph2020
Fast Modeling and Understanding Fluid Dynamics Systems with Encoder-Decoder Networks
Rohan Thavarajah, Xiang Zhai, Zheren Ma +1
Is a deep learning model capable of understanding systems governed by certain first principle laws by only observing the system's output? Can deep learning learn the underlying phy…
astro-ph.HE2014★ 23 cited
Three-Dimensional MHD Simulation of Caltech Plasma Jet Experiment: First Results
Xiang Zhai, Hui Li, Paul M. Bellan +1
Magnetic fields are believed to play an essential role in astrophysical jets with observations suggesting the presence of helical magnetic fields. Here, we present three-dimensiona…
astro-ph.SR2010★ 12 cited
Diffuse X-ray Emissions from Dynamic Planetary Nebulae
Yu-Qing Lou, Xiang Zhai
We present theoretical results of a piecewise isothermal shock wind model devised for predicting the luminosity and surface brightness profile of diffuse X-ray emissions primarily…