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astro-ph.SR2026
Neural Simulation-based Inference with Hierarchical Priors for Detached Eclipsing Binaries
Jacqueline Blaum Hough, Joshua S. Bloom
Detached eclipsing binaries (DEBs) enable direct inference of stellar and orbital properties across diverse stellar populations. However, inference typically requires computational…
astro-ph.SR2023
Stellar Spectra Fitting with Amortized Neural Posterior Estimation and nbi
Keming Zhang, Tharindu Jayasinghe, Joshua S. Bloom
Modern surveys often deliver hundreds of thousands of stellar spectra at once, which are fit to spectral models to derive stellar parameters/labels. Therefore, the technique of Amo…