121 citations · 501 across the 18 of their papers we have counts for
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astro-ph.GA2020★ 16 cited
Application of Convolutional Neural Networks to Identify Protostellar Outflows in CO Emission
Duo Xu, Stella S. R. Offner, Robert Gutermuth +1
We adopt the deep learning method CASI-3D (Convolutional Approach to Structure Identification-3D) to identify protostellar outflows in molecular line spectra. We conduct magneto-hy…
astro-ph.GA2020★ 22 cited
Application of Convolutional Neural Networks to Identify Stellar Feedback Bubbles in CO Emission
Duo Xu, Stella S. R. Offner, Robert Gutermuth +1
We adopt the deep learning method CASI (Convolutional Approach to Shell Identification) and extend it to 3D (CASI-3D) to identify signatures of stellar feedback in molecular line s…