Generating photospheric vector magnetograms of solar active regions for SOHO/MDI using SDO/HMI and BBSO data with deep learning

H Jiang, Q Li, N Liu, Z Hu, Y Abduallah, J Jing, Y Xu… - Solar Physics, 2023 - Springer
Solar activity is often caused by the evolution of solar magnetic fields. Magnetic field
parameters derived from photospheric vector magnetograms of solar active regions (ARs) …

[PDF][PDF] Stray light suppression of opto-mechanical system based on deep reinforcement learning

Z Zhang, Y Xing, Y Huang, J Chang, Z Wu… - Optica …, 2023 - preprints.opticaopen.org
Stray light suppression constitutes a vital aspect in the development of optomechanical
systems, but its complexity and the uncertainty surrounding scattered light necessitate …

Observation Model of Electromagnetic Radiation Based on Polynomial Regression Fitting Algorithm

Z Xu, Y Yong, D Chen, Y Xiao… - 2024 Second International …, 2024 - ieeexplore.ieee.org
Over the past years, solar activity has extremely impacted the Earth's environment and
human society. With a view to getting a better understanding about the characteristics and …

[PDF][PDF] Exploratory Research on Global Warming and Weather Data Simulation for Increased Sustainability or Resilience to Hazards Induced by a Changing Climate

G Siwach - International Journal of Simulation--Systems, Science …, 2023 - researchgate.net
This research explores the rise in global surface temperature of planet earth. This analysis
combines the granular details contributing to the impact of climate change by observing the …