121 citations · 501 across the 18 of their papers we have counts for
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astro-ph.GA2022★ 9 cited
Application of Convolutional Neural Networks to Predict Magnetic Fields Directions in Turbulent Clouds
Duo Xu, Chi-Yan Law, Jonathan C. Tan
We adopt the deep learning method CASI-3D (Convolutional Approach to Structure Identification-3D) to infer the orientation of magnetic fields in sub-/trans- Alfvenic turbulent clou…
astro-ph.GA2022★ 12 cited
A Census of Outflow to Magnetic Field Orientations in Nearby Molecular Clouds
Duo Xu, Stella S. R. Offner, Robert Gutermuth +1
We define a sample of 200 protostellar outflows showing blue and redshifted CO emission in the nearby molecular clouds Ophiuchus, Taurus, Perseus and Orion to investigate the corre…