SML-Net: A Novel Deep Learning Network for the Prediction of the SML Index

Authors

• Mohamed Abouhashem Salama, University of South AlabamaFollow

Files

Description

In this paper, we proposed a deep learning framework named SML-Net to predict the values of a ten-minute SML-Index time frame, which is crucial for magnetic substorm on-set detection based on Seasonal Trend Decomposition components of the past sixty-minute time frames of the SML-Index.

Publication Date

3-2026

Department

Electrical & Computer Engineering

Disciplines

Electrical and Computer Engineering

Recommended Citation

Salama, Mohamed Abouhashem, "SML-Net: A Novel Deep Learning Network for the Prediction of the SML Index" (2026). Shelby Hall Graduate Research Forum Posters. 61.
https://jagworks.southalabama.edu/southalabama-shgrf-posters/61