3 papers
astro-ph.GA2025
Machine-Learning Estimation of Energy Fractions in MHD Turbulence Modes
Jiyao Zhang, Yue Hu
Magnetohydrodynamic (MHD) turbulence plays a central role in many astrophysical processes in the interstellar medium (ISM), including star formation and cosmic-ray transport and ac…
astro-ph.GA2024
Machine Learning Approach for Estimating Magnetic Field Strength in Galaxy Clusters from Synchrotron Emission
Jiyao Zhang, Yue Hu, A. Lazarian
Magnetic fields play a crucial role in various astrophysical processes within the intracluster medium, including heat conduction, cosmic ray acceleration, and the generation of syn…
cs.HC2024
Beyond Numbers: Creating Analogies to Enhance Data Comprehension and Communication with Generative AI
Qing Chen, Wei Shuai, Jiyao Zhang +2
Unfamiliar measurements usually hinder readers from grasping the scale of the numerical data, understanding the content, and feeling engaged with the context. To enhance data compr…