Cover Image

Estimate Sonic Mach Number in the Interstellar Medium with Convolutional Neural Network

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Schmaltz, Tyler, Hu, Yue, Lazarian, Alex
Format:	Preprint
Published:	2024
Subjects:	Astrophysics of Galaxies
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Velocity Gradient and Stellar Polarization: Magnetic Field Tomography towards the L1688 Cloud
by: Schmaltz, Tyler, et al.
Published: (2023)

Probing Three-Dimensional Magnetic Fields: IV -- Synchrotron Polarization Derivative and Vision Transformer
by: Hu, Yue, et al.
Published: (2024)

Probing Three-Dimensional Magnetic Fields: III -- Synchrotron Emission and Machine Learning
by: Hu, Yue, et al.
Published: (2024)

Tracing Magnetic Fields with the Gradient Technique: Spatial Filtering Effect and Use of Interferometers
by: Hu, Yue, et al.
Published: (2022)

Origin of the Multi-Phase Interstellar Medium: the Effects of Turbulence and Magnetic Field
by: Hu, Yue
Published: (2025)

Magnetic Fields and Velocity Gradients in L1551: The Role of Stellar Feedback
by: Liu, Mingrui, et al.
Published: (2023)

Cosmic Ray Perpendicular Superdiffusion and Parallel Mirror Diffusion in a Partially Ionized and Turbulent Medium
by: Hu, Yue, et al.
Published: (2025)

Diffusion of PeV Cosmic Rays in the Turbulent and Multiphase Interstellar Medium
by: Hu, Yue
Published: (2026)

The Interstellar Medium
by: Saintonge, Amelie
Published: (2025)

Machine Learning Approach for Estimating Magnetic Field Strength in Galaxy Clusters from Synchrotron Emission
by: Zhang, Jiyao, et al.
Published: (2024)

Exploring magnetic fields in merging galaxy: combining polarization and velocity gradient in the Centaurus Galaxy
by: Nguyen, Quynh Lan, et al.
Published: (2024)

[CII] Emission in a Self-Regulated Interstellar Medium
by: Gurman, Alon, et al.
Published: (2023)

The temperature of the neutral Interstellar Medium in the Galaxy
by: Patra, Narendra Nath, et al.
Published: (2024)

The Interstellar Medium in Dwarf Irregular Galaxies
by: Hunter, Deidre A., et al.
Published: (2024)

Obtaining Magnetization of Super-Alfvénic Turbulence with the Structure Functions of Gradient Directions
by: Lazarian, A., et al.
Published: (2025)

Carbon-Chain Chemistry in the Interstellar Medium
by: Taniguchi, Kotomi, et al.
Published: (2023)

Inferring Interstellar Medium Density, Temperature, and Metallicity from Turbulent H II Regions
by: Xing, Larrance, et al.
Published: (2026)

Tracing magnetic field in super-Alfvenic turbulence with Gradient Technique
by: Ho, Ka Wai, et al.
Published: (2024)

New Estimate for the Cosmic Ray-Induced $\rm H_2$ Photodissociation Rate in the Interstellar Medium
by: Sipilä, O., et al.
Published: (2026)

Turbulent Dynamo and Magnetic Fields in the Multiphase Interstellar Medium
by: Seta, Amit
Published: (2024)

Plasmoid Instability in the Multiphase Interstellar Medium
by: Fielding, Drummond B., et al.
Published: (2022)

Characterizing Density and Gravitational Potential Fluctuations of the Interstellar Medium
by: Modak, Shaunak, et al.
Published: (2025)

Resolving the Interstellar Medium at the Peak of Cosmic Star Formation
by: Calistro-Rivera, Gabriela, et al.
Published: (2018)

DIISC Survey: Deciphering the Interplay Between the Interstellar Medium, Stars, and the Circumgalactic Medium Survey
by: Borthakur, Sanchayeeta, et al.
Published: (2024)

On the properties and implications of collapse-driven MHD turbulence
by: Vázquez-Semadeni, Enrique, et al.
Published: (2024)

Statistics of Gas Density, Velocity, and Magnetic Fields in Cool-Core Galaxy Clusters
by: Hu, Yue, et al.
Published: (2025)

Evolution of Supernova Remnants in a Cloudy Multiphase Interstellar Medium
by: Guo, Minghao, et al.
Published: (2024)

Research on the Interstellar Medium and Star Formation in the Galaxy: An Indian Perspective
by: Mookerjea, Bhaswati, et al.
Published: (2025)

On the abiotic origin of dimethyl sulfide: discovery of DMS in the Interstellar Medium
by: Sanz-Novo, Miguel, et al.
Published: (2025)

Recovering 3D Magnetic Turbulence from Single-Frequency Faraday Screens
by: Melnichenka, Aliaksandr, et al.
Published: (2026)

MAMMOTH-MOSFIRE: Environmental Effects on Galaxy Interstellar Medium at $z\sim2$
by: Zhou, Hang, et al.
Published: (2025)

The GHOSDT Simulations: II. Missing H$_2$ in Simulations of a Self-Regulated Interstellar Medium
by: Gurman, Alon, et al.
Published: (2025)

Classification of Spiral Galaxies by Spiral Arm Number using Convolutional Neural Network
by: Lee, Ming Wei, et al.
Published: (2024)

An Observationally Driven Multifield Approach for Probing the Circum-Galactic Medium with Convolutional Neural Networks
by: Gluck, Naomi, et al.
Published: (2023)

Extraction of Physical Properties of Interstellar Medium from the Observed Line Profiles
by: Bhat, Bratati
Published: (2024)

Diffuse Hot Plasma in the Interstellar Medium and Galactic Outflows
by: Sasaki, Manami, et al.
Published: (2022)

α-element enhancements in the Magellanic Interstellar Medium: evidence for recent star formation
by: De Cia, Annalisa, et al.
Published: (2024)

A Deep Search for a Strong Diffuse Interstellar Band in the Circumgalactic Medium
by: Chang, Chih-Yuan, et al.
Published: (2025)

Model of super-Alfvénic MHD turbulence and structure functions of polarization
by: Lazarian, A., et al.
Published: (2025)

Gradient Technique Theory: Tracing magnetic field and obtaining magnetic field strength
by: Lazarian, Alex, et al.
Published: (2024)