Search Results for author: Sarah Blunt

Found 2 papers, 1 papers with code

alpha-Deep Probabilistic Inference (alpha-DPI): efficient uncertainty quantification from exoplanet astrometry to black hole feature extraction

1 code implementation21 Jan 2022 He Sun, Katherine L. Bouman, Paul Tiede, Jason J. Wang, Sarah Blunt, Dimitri Mawet

Inferring the posterior of hidden features, conditioned on the observed measurements, is essential for understanding the uncertainty of results and downstream scientific interpretations.

Uncertainty Quantification Variational Inference

Dynamical orbital evolution scenarios of the wide-orbit eccentric planet HR 5183b

no code implementations11 Feb 2021 Alexander J. Mustill, Melvyn B. Davies, Sarah Blunt, Andrew Howard

In this paper, we explore scenarios for the excitation of the eccentricity of the planet in binary systems such as this, considering planet-planet scattering, Lidov-Kozai cycles from the binary acting on a single-planet system, or Lidov-Kozai cycles acting on a two-planet system that also undergoes scattering.

Earth and Planetary Astrophysics

Cannot find the paper you are looking for? You can Submit a new open access paper.