Inferring Atmospheric Properties of Exoplanets with Flow Matching and
Neural Importance Sampling

Inferring Atmospheric Properties of Exoplanets with Flow Matching and Neural Importance Sampling

13 December 2023

Timothy D. Gebhard

Daniel Angerhausen

Bernhard Schölkopf

Papers citing "Inferring Atmospheric Properties of Exoplanets with Flow Matching and Neural Importance Sampling"

4 / 4 papers shown

Title
Rapid Parameter Estimation for Extreme Mass Ratio Inspirals Using Machine Learning Bo Liang Hong Guo Tianyu Zhao He wang Herik Evangelinelis ... Yong Yuan Peng Xu Minghui Du Wei-Liang Qian Ziren Luo 19 1 0 12 Sep 2024
Dynamic Conditional Optimal Transport through Simulation-Free Flows Gavin Kerrigan Giosue Migliorini Padhraic Smyth OT 40 10 0 05 Apr 2024
Extended Flow Matching: a Method of Conditional Generation with Generalized Continuity Equation Noboru Isobe Masanori Koyama Jinzhe Zhang Kohei Hayashi Kenji Fukumizu 44 10 0 29 Feb 2024
Optimal Transport Tools (OTT): A JAX Toolbox for all things Wasserstein Marco Cuturi Laetitia Meng-Papaxanthos Yingtao Tian Charlotte Bunne Geoff Davis O. Teboul OT 143 96 0 28 Jan 2022