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11/26/2021
A Ubiquitous Unifying Degeneracy in 2-body Microlensing Systems
While gravitational microlensing by planetary systems can provide unique...
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02/10/2021
Real-Time Likelihood-free Inference of Roman Binary Microlensing Events with Amortized Neural Posterior Estimation
Fast and automated inference of binary-lens, single-source (2L1S) microl...
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11/02/2020
Classification of Periodic Variable Stars with Novel Cyclic-Permutation Invariant Neural Networks
Neural networks (NNs) have been shown to be competitive against state-of...
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10/08/2020
Automating Inference of Binary Microlensing Events with Neural Density Estimation
Automated inference of binary microlensing events with traditional sampl...
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07/22/2019
deepCR: Cosmic Ray Rejection with Deep Learning
Cosmic ray (CR) identification and removal are critical components of im...
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09/15/2016