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brown dwarfs 1exoplanets 1mass-ratio desert 1microlensing 1planet formation 1

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20242026
most citedTechnique-agnostic exoplanet demography for the Roman era -- I. Testing a demography retrieval framework using simulated Kepler-like transit datasets

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stat.ML2026

Accelerating Posterior Inference from Pulsar Light Curves via Learned Latent Representations and Local Simulator-Guided Optimization

Farhana Taiyebah, Abu Bucker Siddik, Indronil Bhattacharjee +4

Posterior inference from pulsar observations in the form of light curves is commonly performed using Markov chain Monte Carlo methods, which are accurate but computationally expens…