Electric Potential Patterns Forecasting in the Southern Hemisphere with Deep Learning Techniques

arXiv:2609.31804 · physics.space-ph, astro-ph.EP, cs.CV · Submitted 2026-09-25 · Read on arXiv

physics.space-ph, astro-ph.EP, cs.CV

Submitted: 2026-09-25

Updated: 2026-09-25

Code: https://github.com/fpramunno/ionosphere

Terminology

Diffusion Model — 17× in this paper · explained in 8 episodes
Transformer — 9× in this paper · explained in 2 episodes
Diffusion Models — 8× in this paper · explained in 6 episodes
Generative Model — 6× in this paper · explained in 2 episodes
Generative Models — 6× in this paper · explained in 2 episodes
Ablation — 4× in this paper · explained in 1 episode
Interquartile Potential Range — 4× in this paper
Alignment — 3× in this paper · explained in 1 episode
Embeddings — 3× in this paper · explained in 2 episodes
Root Mean Square Error — 3× in this paper
Advanced Composition Explorer — 2× in this paper
Generative Modeling — 2× in this paper · explained in 3 episodes
Learned Perceptual Image Patch Similarity — 2× in this paper
Over-smoothing — 2× in this paper · explained in 4 episodes
Robustness — 2× in this paper · explained in 5 episodes
U-net architecture — 2× in this paper · explained in 3 episodes
Abstraction — 1× in this paper · explained in 1 episode
AdamW Optimizer — 1× in this paper · explained in 1 episode
Adaptation — 1× in this paper · explained in 1 episode
Cross-Polar Cap Potential — 1× in this paper
Elucidated Diffusion Model — 1× in this paper
Exponential Moving Average (EMA) — 1× in this paper · explained in 2 episodes
Fidelity — 1× in this paper · explained in 2 episodes
Fine-Tuning — 1× in this paper · explained in 5 episodes
Global Navigation Satellite Systems — 1× in this paper
Gradient Flow — 1× in this paper · explained in 2 episodes
Hallucination — 1× in this paper · explained in 3 episodes
Latent Space — 1× in this paper · explained in 7 episodes
Long Short-Term Memory — 1× in this paper
Magnetic Local Time — 1× in this paper
Momentum transfer — 1× in this paper · explained in 2 episodes
Non-linear Coupling — 1× in this paper · explained in 2 episodes
Redundancy — 1× in this paper · explained in 2 episodes
Trace — 1× in this paper · explained in 2 episodes
Transformer Architecture — 1× in this paper · explained in 2 episodes
Vision Transformer (ViT) — 1× in this paper · explained in 2 episodes

Terminology

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