1k citations · 9.1k across the 95 of their papers we have counts for
9 papers · 1 filter
SBI++: Flexible, Ultra-fast Likelihood-free Inference Customized for Astronomical Applications
Bingjie Wang, Joel Leja, V. Ashley Villar +1
Flagship near-future surveys targeting galaxies across cosmic time will soon reveal the processes of galaxy assembly in unprecedented resolution. This creates an immedi…
A New Classification Model for the ZTF Catalog of Periodic Variable Stars
Siu-Hei Cheung, V. Ashley Villar, Ho-Sang Chan +1
Using the second data release from the Zwicky Transient Facility (ZTF, Bellm et al. 2019), Chen et al. (2020) created a ZTF Catalog of Periodic Variable Stars (ZTF CPVS) of 781, 60…
Next Generation Observatories -- Report from the Dawn VI Workshop; October 5-7 2021
D. H. Shoemaker, Stefan Ballmer, Matteo Barsuglia +33
The workshop Dawn VI: Next Generation Observatories took place online over three days, 5-7 October, 2021. More than 200 physicists and astronomers attended to contribute to, and le…
TESSreduce: transient focused TESS data reduction pipeline
R. Ridden-Harper, A. Rest, R. Hounsell +3
Since its launch, TESS has provided high cadence observations for objects across the sky. Although high cadence TESS observations provide a unique possibility to study the rapid ti…
Detection and Parameter Estimation of Gravitational Waves from Binary Neutron-Star Mergers in Real LIGO Data using Deep Learning
Plamen G. Krastev, Kiranjyot Gill, V. Ashley Villar +1
One of the key challenges of real-time detection and parameter estimation of gravitational waves from compact binary mergers is the computational cost of conventional matched-filte…
Anomaly Detection for Multivariate Time Series of Exotic Supernovae
V. Ashley Villar, Miles Cranmer, Gabriella Contardo +2
Supernovae mark the explosive deaths of stars and enrich the cosmos with heavy elements. Future telescopes will discover thousands of new supernovae nightly, creating a need to fla…
Astrobites as a Community-led Model for Education, Science Communication, and Accessibility in Astrophysics
Gourav Khullar, Susanna Kohler, Tarini Konchady +21
Support for early career astronomers who are just beginning to explore astronomy research is imperative to increase retention of diverse practitioners in the field. Since 2010, Ast…
How Many Kilonovae Can Be Found in Past, Present, and Future Survey Datasets?
D. Scolnic, R. Kessler, D. Brout +83
The discovery of a kilonova (KN) associated with the Advanced LIGO (aLIGO)/Virgo event GW170817 opens up new avenues of multi-messenger astrophysics. Here, using realistic simulati…
MOSFiT: Modular Open-Source Fitter for Transients
James Guillochon, Matt Nicholl, V. Ashley Villar +5
Much of the progress made in time-domain astronomy is accomplished by relating observational multi-wavelength time series data to models derived from our understanding of physical…