Real-Time Likelihood-Free Inference of Roman Binary Microlensing Events
with Amortized Neural Posterior Estimation

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Real-Time Likelihood-Free Inference of Roman Binary Microlensing Events with Amortized Neural Posterior Estimation

10 February 2021

Keming 名 Zhang 张可

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Papers citing "Real-Time Likelihood-Free Inference of Roman Binary Microlensing Events with Amortized Neural Posterior Estimation"

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Title
Stellar Spectra Fitting with Amortized Neural Posterior Estimation and nbi Keming 名 Zhang 张可 Tharindu Jayasinghe Joshua S. Bloom 47 1 0 09 Dec 2023
nbi: the Astronomer's Package for Neural Posterior Estimation Keming 名 Zhang 张可 Joshua S. Bloom Stéfan van der Walt N. Hernitschek 38 3 0 06 Dec 2023
Monte Carlo Techniques for Addressing Large Errors and Missing Data in Simulation-based Inference Bingjie Wang J. Leja A. Villar J. Speagle 115 2 0 07 Nov 2022
Fast and robust Bayesian Inference using Gaussian Processes with GPry Jonas El Gammal Nils Schöneberg J. Torrado C. Fidler GP 99 16 0 03 Nov 2022
MAGIC: Microlensing Analysis Guided by Intelligent Computation Haimeng 海萌 Zhao 赵 W. Zhu 祝 25 3 0 16 Jun 2022
Accelerated Bayesian SED Modeling using Amortized Neural Posterior Estimation C. Hahn Peter Melchior 48 28 0 14 Mar 2022
A Ubiquitous Unifying Degeneracy in Two-Body Microlensing Systems Keming 名 Zhang 张可 B. Gaudi J. Bloom 21 16 0 26 Nov 2021