A Transformer-Based Framework for Geomagnetic Activity Prediction

Mathematics

• Transformer 100%
• Prediction 60%
• Framework 43%
• Model Uncertainty 40%
• Disaster Management 30%
• Disturbance 28%
• Epistemic Uncertainty 25%
• Uncertainty 25%
• NASA 23%
• Archives 21%
• Weather 20%
• Risk Management 20%
• Uncertainty Quantification 20%
• Encoder 20%
• Spacecraft 19%
• Forecasting 17%
• Machine Learning 16%
• Bayesian inference 16%
• Mean square error 15%
• Experimental Results 15%
• Magnetic Field 14%
• Learning 13%
• Grid 12%
• Knowledge 11%
• Roots 11%

Engineering & Materials Science

• Uncertainty 47%
• Earth (planet) 25%
• Solar wind 18%
• Risk management 16%
• Disasters 14%
• Mean square error 14%
• NASA 13%
• Deep learning 13%
• Spacecraft 13%
• Magnetic fields 13%
• Electric power systems 12%
• Machine learning 11%