Replication Code for: Dynamics of Solar Atmospheric Heating: Establishing Causality Between Photospheric Flux Cancellation and Chromospheric Responses via Deep Learning and Multi-Instrument Observations
This repository is for the paper "Dynamics of Solar Atmospheric Heating: Establishing Causality Between Photospheric Flux Cancellation and Chromospheric Responses via Deep Learning and Multi-Instrument Observations" by Ahmed Ibrahim Abdalla. It is associated with manuscript number AAS79712. This reproducibility package contains the custom Python scripts (including the SDB-ResNet deep learning framework, 3D PFSS extrapolations, dynamic self-calibration algorithms, and Si IV spectroscopic extraction) required to reproduce the figures and kinematic analysis presented in the manuscript.
Resource information
- Format
- zip
- Original repository
- 23503747
- DOI
- 10.5281/zenodo.23503747
- Credit basis
- Creators in Zenodo record metadata
- Access
- Open files available from the original Zenodo deposit
- Last checked
- Nov 5, 2026
- License
- cc-by-4.0
- Last record update
- Nov 5, 2026
About this resource
This repository is for the paper "Dynamics of Solar Atmospheric Heating: Establishing Causality Between Photospheric Flux Cancellation and Chromospheric Responses via Deep Learning and Multi-Instrument Observations" by Ahmed Ibrahim Abdalla. It is associated with manuscript number AAS79712. This reproducibility package contains the custom Python scripts (including the SDB-ResNet deep learning framework, 3D PFSS extrapolations, dynamic self-calibration algorithms, and Si IV spectroscopic extraction) required to reproduce the figures and kinematic analysis presented in the manuscript.