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Space Telescopes and Instrumentation 2024: Optical, Infrared, and Millimeter Wave , year = 2024, editor =

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Rapid and robust simulation-based inference for kilonovae

astro-ph.IM · 2026-05-13 · unverdicted · novelty 6.0

A simulation-based inference method with Gaussian process emulators trained on 1300 kilonova simulations recovers parameters accurately and rapidly while avoiding MCMC biases from likelihood misspecification.

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