Advanced Topics

Hierarchical inference, gradient sensitivity, batch fitting, panchromatic SED with radio and X-ray components, and joint photometry + spectroscopy fitting.

Age-Dust-Metallicity Degeneracy: Fisher Analysis

Age-Dust-Metallicity Degeneracy: Fisher Analysis

Gradient Sensitivity Heatmap

Gradient Sensitivity Heatmap

Hierarchical PSD Inference

Hierarchical PSD Inference

Joint Photometry + Spectroscopy Fit

Joint Photometry + Spectroscopy Fit

Component orchestrator end-to-end

Component orchestrator end-to-end

Panchromatic SED: UV to Radio

Panchromatic SED: UV to Radio