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Artificial intelligence for geoscience: Progress, challenges and perspectives
This paper explores the evolution of geoscientific inquiry, tracing the progression from
traditional physics-based models to modern data-driven approaches facilitated by significant …
traditional physics-based models to modern data-driven approaches facilitated by significant …
Developments of a fundamental mechanism for initiation of solar eruptions
Solar eruptions are outbursts of magnetized plasma in the atmosphere of the Sun,
encompassing phenomena like solar flares, ejective prominences and coronal mass …
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 …
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
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 …
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
Solar filaments often exhibit rotation and deflection during eruptions, which would
significantly affect the geoeffectiveness of the corresponding coronal mass ejections …
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 …
(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 …
emergence with the MURaM radiative magnetohydrodynamics (MHD) code. The horizontal …
Data-constrained magnetohydrodynamic simulation of an intermediate solar filament eruption
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 …
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
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 …
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 …
magnetohydrodynamic instability and the resistive magnetic reconnection. Due to the close …