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39 Pith papers cite this work. Polarity classification is still indexing.

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The Range of Cumulative XUV Flux on GJ 1132 b

astro-ph.EP · 2026-05-05 · unverdicted · novelty 6.0

GJ 1132 b is estimated to have received at least 50 times the cumulative XUV flux of modern Earth with over 95% probability across models, supporting its classification as an atmosphere-free world.

Posterior sampling in the Age of Emulators

astro-ph.IM · 2026-06-03 · unverdicted · novelty 5.0

Compares MH, MALA, HMC, NUTS, and AIES on differentiable likelihood emulators for ΛCDM and sterile-neutrino models, finding MALA and MH competitive in wall time despite NUTS needing fewer samples.

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