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HelioFill: History-conditioned Diffusion Estimation of Solar Far-side EUV Emission

  • Authors: Firas Ben Ameur, Rayan Dhib, Yahia Battach, Andrea Lani, Matteo Parsani, Omar Knio, Stefaan Poedts

Firas Ben Ameur et al 2026 The Astrophysical Journal Letters 1011 .

  • Provider: AAS Journals

Caption: Figure 5.

The same sectors as Figure 4 for the diffusion stage alone (harmonized sampling; ρ = 0.65, 0.61, 0.61, and 0.63) and HelioFill (0.57, 0.51, 0.54, and 0.60), with the three-view target. The diffusion stage, a squared-error estimate, renders enclosed active regions as smooth patches at their approximate positions; the refinement stage adds small-scale texture of realistic amplitude that carries no positional information below ≈5﹩\mathop{.}\limits^{{\unicode{x000b0}}}﹩6 (Appendix C) and lowers the correlation.

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