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Category: Astronomy Papers (Pre-Print)

Astronomy Papers (Pre-Print)

Building Trustworthy Machine Learning Models for Astronomy – on November 29, 2021 at 6:50 am

Astronomy is entering an era of data-driven discovery, due in part to modern machine learning (ML) techniques enabling powerful new ways to interpret observations. This shift in our scientific approach …

Astronomy Papers (Pre-Print)

Machine learning synthetic spectra for probabilistic redshift estimation: SYTH-Z – on November 23, 2021 at 11:25 am

Photometric redshift estimation algorithms are often based on representative data from observational campaigns. Data-driven methods of this type are subject to a number of potential deficiencies, such as sample bias …

Astronomy Papers (Pre-Print)

Machine learning synthetic spectra for probabilistic redshift estimation: SYTH-Z – on November 23, 2021 at 11:25 am

Photometric redshift estimation algorithms are often based on representative data from observational campaigns. Data-driven methods of this type are subject to a number of potential deficiencies, such as sample bias …

Astronomy Papers (Pre-Print)

Broadband solenoidal haloscope for terahertz axion detection – on November 23, 2021 at 11:00 am

We introduce the Broadband Reflector Experiment for Axion Detection (BREAD) conceptual design and science program. This haloscope plans to search for bosonic dark matter across the [10$^{-3}$, 1] eV ([0.24, …

Astronomy Papers (Pre-Print)

Enhanced monitoring of atmospheric methane from space with hierarchical Bayesian inference

Methane is a strong greenhouse gas, with a higher radiative forcing per unit mass and shorter atmospheric lifetime than carbon dioxide. The remote sensing of methane in regions of industrial …

Astronomy Papers (Pre-Print)

Dynamical Modeling of the CIV Broad Line Region of the $z=2.805$ Multiply Imaged Quasar SDSS J2222+2745 – on March 19, 2021 at 10:00 am

We present CIV BLR modeling results for the multiply imaged $z=2.805$ quasar SDSS J2222+2745. Using data covering a 5.3 year baseline after accounting for gravitational time delays, we find models …

Astronomy Papers (Pre-Print)

A Lunar Farside Low Radio Frequency Array for Dark Ages 21-cm Cosmology – on March 15, 2021 at 10:05 am

An array of low-frequency dipole antennas on the lunar farside surface will probe a unique, unexplored epoch in the early Universe called the Dark Ages. It begins at Recombination when …

Astronomy Papers (Pre-Print)

Evolution of Splashback Boundaries and Gaseous Outskirts: Insights from Mergers of Self-similar Galaxy Clusters – on March 5, 2021 at 10:06 am

A self-similar spherical collapse model predicts a dark matter (DM) splashback and accretion shock in the outskirts of galaxy clusters while misses a key ingredient of structure formation – processes …

Astronomy Papers (Pre-Print)

Linking the Singularities of Cosmological Correlators – on June 9, 2021 at 10:00 am

Much of the structure of cosmological correlators is controlled by their singularities, which in turn are fixed in terms of flat-space scattering amplitudes. An important challenge is to interpolate between …

Astronomy Papers (Pre-Print)

The Petascale DTN Project: High Performance Data Transfer for HPC Facilities – on May 26, 2021 at 3:55 pm

The movement of large-scale (tens of Terabytes and larger) data sets between high performance computing (HPC) facilities is an important and increasingly critical capability. A growing number of scientific collaborations …

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