Duo Xu

About

Work

University of Toronto
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Postdoc

Canada

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University of Virginia
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Postdoc

US

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Publications

First Search for Pulsed CH Maser Emission Stimulated by a Pulsar

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arXiv e-prints

Summary

working-paper

First Search for Pulsed CH Maser Emission Stimulated by a Pulsar

Published by

Research in Astronomy and Astrophysics

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journal-article

Equation vs. AI: Predict Density and Measure Width of molecular clouds by Multiscale Decomposition

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arXiv e-prints

Summary

working-paper

Dynamic Diffusion Schrödinger Bridge in Astrophysical Observational Inversions

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arXiv e-prints

Summary

working-paper

Exploring Magnetic Fields in Molecular Clouds through Denoising Diffusion Probabilistic Models

Published by

The Astrophysical Journal

Summary

journal-article

Exploring Magnetic Fields in Molecular Clouds through Denoising Diffusion Probabilistic Models

Published by

The Astrophysical Journal

Summary

journal-article

First Search for Pulsed CH Maser Emission Stimulated by a Pulsar

Published by

Research in Astronomy and Astrophysics

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journal-article

Polarized Light from Massive Protoclusters (POLIMAP). I. Dissecting the Role of Magnetic Fields in the Massive Infrared Dark Cloud G28.37+0.07

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The Astrophysical Journal

Summary

journal-article

Polarized Light from Massive Protoclusters (POLIMAP). I. Dissecting the Role of Magnetic Fields in the Massive Infrared Dark Cloud G28.37+0.07

Published by

The Astrophysical Journal

Summary

journal-article

Polarized Light from Massive Protoclusters (POLIMAP). I. Dissecting the role of magnetic fields in the massive infrared dark cloud G28.37+0.07

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arXiv e-prints

Summary

working-paper

Disk Wind Feedback from High-mass Protostars. III. Synthetic CO Line Emission

Published by

The Astrophysical Journal

Summary

journal-article

Exploring Magnetic Fields in Molecular Clouds through Denoising Diffusion Probabilistic Models

Published by

arXiv e-prints

Summary

working-paper

Disk Wind Feedback from High-mass Protostars. III. Synthetic CO Line Emission

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The Astrophysical Journal

Summary

journal-article

Surveying image segmentation approaches in astronomy

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Astronomy and Computing

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journal-article

Surveying Image Segmentation Approaches in Astronomy

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arXiv e-prints

Summary

working-paper

Surveying image segmentation approaches in astronomy

Published by

Astronomy and Computing

Summary

journal-article

Denoising Diffusion Probabilistic Models to Predict the Density of Molecular Clouds

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The Astrophysical Journal

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journal-article

Predicting the Radiation Field of Molecular Clouds Using Denoising Diffusion Probabilistic Models

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The Astrophysical Journal

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journal-article

Predicting the Radiation Field of Molecular Clouds using Denoising Diffusion Probabilistic Models

Published by

arXiv e-prints

Summary

working-paper

Predicting the Radiation Field of Molecular Clouds Using Denoising Diffusion Probabilistic Models

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The Astrophysical Journal

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journal-article

CMR Exploration. II. Filament Identification with Machine Learning

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The Astrophysical Journal

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journal-article

CMR Exploration. II. Filament Identification with Machine Learning

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The Astrophysical Journal

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journal-article

GMC Collisions As Triggers of Star Formation. IX. Chemical Evolution

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arXiv e-prints

Summary

working-paper

Denoising Diffusion Probabilistic Models to Predict the Density of Molecular Clouds

Published by

The Astrophysical Journal

Summary

journal-article

Denoising Diffusion Probabilistic Models to Predict the Density of Molecular Clouds

Published by

arXiv e-prints

Summary

working-paper

Denoising Diffusion Probabilistic Models to Predict the Density of Molecular Clouds

Published by

arXiv e-prints

Summary

working-paper

CMR Exploration. I. Filament Structure with Synthetic Observations

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The Astrophysical Journal Supplement Series

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journal-article

Application of Convolutional Neural Networks to Predict Magnetic Fields' Directions in Turbulent Clouds

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The Astrophysical Journal

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Application of Convolutional Neural Networks to Predict Magnetic Fields’ Directions in Turbulent Clouds

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The Astrophysical Journal

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A Census of Outflow to Magnetic Field Orientations in Nearby Molecular Clouds

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The Astrophysical Journal

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A Census of Protostellar Outflows in Nearby Molecular Clouds

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The Astrophysical Journal

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A Census of Protostellar Outflows in Nearby Molecular Clouds

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The Astrophysical Journal

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A Census of Outflow to Magnetic Field Orientations in Nearby Molecular Clouds

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The Astrophysical Journal

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journal-article

PoreFlow-Net: A 3D convolutional neural network to predict fluid flow through porous media

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Advances in Water Resources

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journal-article

Application of Convolutional Neural Networks to Identify Protostellar Outflows in CO Emission

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The Astrophysical Journal

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Application of Convolutional Neural Networks to Identify Protostellar Outflows in CO Emission

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The Astrophysical Journal

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Application of Convolutional Neural Networks to Identify Stellar Feedback Bubbles in CO Emission

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The Astrophysical Journal

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journal-article

The Milky Way Project second data release: bubbles and bow shocks

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Monthly Notices of the Royal Astronomical Society

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Numerical Simulation and Completeness Survey of Bubbles in the Taurus and Perseus Molecular Clouds

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The Astrophysical Journal

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CASI: A Convolutional Neural Network Approach for Shell Identification

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The Astrophysical Journal

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Where is OH and Does It Trace the Dark Molecular Gas (DMG)?

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Assessing the Performance of a Machine Learning Algorithm in Identifying Bubbles in Dust Emission

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CH as a Molecular Gas Tracer and C-shock Tracer Across a Molecular Cloud Boundary in Taurus

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Evolution of OH and CO-Dark Molecular Gas Fraction across a Molecular Cloud Boundary in Taurus

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Quantifying Dark Gas

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Outflows and Bubbles in Taurus: Star-formation Feedback Sufficient to Maintain Turbulence

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