Published July 7, 2026
| Version 1.0
Software
Open
Neural network models for image-to-image flux map corrections
Description
In this publication, the models utilized for the operational flux density prediction using ray-tracing simulation as input are provided. Both the models and auxiliary functions (for inference or training) are included here.
The Transformer models utilized for ray direction predictions - including the dimensional downsampling - are also included.
Files
Unet+AG.ipynb
Files
(85.4 MB)
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Additional details
Related works
- Is documented by
- Journal article: 10.1016/j.rineng.2025.107096 (DOI)
- Journal article: 10.1016/j.egyai.2026.100763 (DOI)
- Requires
- Dataset: 10.5281/zenodo.15173386 (DOI)
- Dataset: 10.5281/zenodo.21235808 (DOI)
- Dataset: 10.5281/zenodo.15740381 (DOI)
Funding
Dates
- Submitted
-
2026-07-07