Artificial intelligence for geoscience: Progress, challenges and perspectives

T Zhao, S Wang, C Ouyang, M Chen, C Liu, J Zhang… - The Innovation, 2024 - cell.com
This paper explores the evolution of geoscientific inquiry, tracing the progression from
traditional physics-based models to modern data-driven approaches facilitated by significant …

Developments of a fundamental mechanism for initiation of solar eruptions

C Jiang, X Bian, X Feng, Z Zhou, A Duan… - Reviews of Modern …, 2024 - Springer
Solar eruptions are outbursts of magnetized plasma in the atmosphere of the Sun,
encompassing phenomena like solar flares, ejective prominences and coronal mass …

Thermodynamic and magnetic topology evolution of the X1. 0 flare on 2021 October 28 simulated by a data-driven radiative magnetohydrodynamic model

JH Guo, YW Ni, Z Zhong, Y Guo, C **a… - The Astrophysical …, 2023 - iopscience.iop.org
Solar filament eruptions, flares, and coronal mass ejections (CMEs) are manifestations of
drastic releases of energy in the magnetic field, which are related to many eruptive …

Data-driven modeling of a coronal magnetic flux rope: from birth to death

JH Guo, YW Ni, Y Guo, C **a… - The Astrophysical …, 2024 - iopscience.iop.org
Magnetic flux ropes are a bundle of twisted magnetic field lines produced by internal electric
currents, which are responsible for solar eruptions and are the major drivers of geomagnetic …

Understanding the lateral drifting of an erupting filament with a data-constrained magnetohydrodynamic simulation

JH Guo, Y Qiu, YW Ni, Y Guo, C Li… - The Astrophysical …, 2023 - iopscience.iop.org
Solar filaments often exhibit rotation and deflection during eruptions, which would
significantly affect the geoeffectiveness of the corresponding coronal mass ejections …

A model of solar magnetic flux rope eruption initiated primarily by magnetic reconnection

Q Liu, C Jiang, X Bian, X Feng, P Zuo… - Monthly Notices of the …, 2024 - academic.oup.com
There is a heated debate regarding the specific roles played by ideal magnetohydrodynamic
(MHD) instability and magnetic reconnection in triggering solar eruptions. In the context of a …

Data-driven radiative magnetohydrodynamics simulations with the MURaM code

F Chen, MCM Cheung, M Rempel… - The Astrophysical …, 2023 - iopscience.iop.org
We present a method of conducting data-driven simulations of solar active regions and flux
emergence with the MURaM radiative magnetohydrodynamics (MHD) code. The horizontal …

Data-constrained magnetohydrodynamic simulation of an intermediate solar filament eruption

Y Guo, J Guo, Y Ni, MD Ding, PF Chen… - The Astrophysical …, 2023 - iopscience.iop.org
Solar eruptive activities could occur in weak magnetic field environments and over large
spatial scales, which are especially relevant to eruptions involving intermediate or quiescent …

Radiative magnetohydrodynamic simulation of the confined eruption of a magnetic flux rope: unveiling the driving and constraining forces

C Wang, F Chen, M Ding, Z Lu - The Astrophysical Journal, 2023 - iopscience.iop.org
We analyze the forces that control the dynamic evolution of a flux rope eruption in a three-
dimensional radiative magnetohydrodynamic simulation. The confined eruption of the flux …

Unveiling the mechanism for the rapid acceleration phase in a solar eruption

Z Zhong, Y Guo, T Wiegelmann… - The Astrophysical …, 2023 - iopscience.iop.org
Two major mechanisms have been proposed to drive the solar eruptions: the ideal
magnetohydrodynamic instability and the resistive magnetic reconnection. Due to the close …