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Author: klaurent

Astronomy Papers (Pre-Print)

A Machine Learning Approach to the Detection of Ghosting and Scattered Light Artifacts in Dark Energy Survey Images – on May 21, 2021 at 10:17 am

Astronomical images are often plagued by unwanted artifacts that arise from a number of sources including imperfect optics, faulty image sensors, cosmic ray hits, and even airplanes and artificial satellites. …

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 …

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)

SENSEI: Characterization of Single-Electron Events Using a Skipper-CCD – on June 15, 2021 at 10:01 am

We use a science-grade Skipper Charge Coupled Device (Skipper-CCD) operating in a low-radiation background environment to develop a semi-empirical model that characterizes the origin of single-electron events in CCDs. We …

Astronomy Papers (Pre-Print)

GRUMPY: a simple framework for realistic forward-modelling of dwarf galaxies – on June 17, 2021 at 10:00 am

We present a simple regulator-type framework designed specifically for modelling formation of dwarf galaxies. We explore sensitivity of model predictions for the stellar mass–halo mass and stellar mass–metallicity relations to …

Astronomy Papers (Pre-Print)

Unsupervised Resource Allocation with Graph Neural Networks – on June 17, 2021 at 10:44 am

We present an approach for maximizing a global utility function by learning how to allocate resources in an unsupervised way. We expect interactions between allocation targets to be important and …

Astronomy Papers (Pre-Print)

Expediting DECam Multimessenger Counterpart Searches with Convolutional Neural Networks – on June 21, 2021 at 10:00 am

Searches for counterparts to multimessenger events with optical imagers use difference imaging to detect new transient sources. However, even with existing artifact detection algorithms, this process simultaneously returns several classes …

Astronomy Papers (Pre-Print)

Lattice Renormalization of Quantum Simulations – on July 2, 2021 at 8:10 am

With advances in quantum computing, new opportunities arise to tackle challenging calculations in quantum field theory. We show that trotterized time-evolution operators can be related by analytic continuation to the …

Astronomy Papers (Pre-Print)

Latest results of ultra-high-energy cosmic ray measurements with prototypes of the Fluorescence detector Array of Single-pixel Telescopes (FAST) – on July 6, 2021 at 3:55 pm

The origin and nature of ultra-high-energy cosmic rays (UHECRs) remain an open question in astroparticle physics. Motivated by the need for an unprecedented aperture for further advancements, the Fluorescence detector …

Astronomy Papers (Pre-Print)

The Simplest and Most Predictive Model of Muon $g-2$ and Thermal Dark Matter – on July 19, 2021 at 10:00 am

The longstanding $4.2 , sigma$ muon $g-2$ anomaly may be the result of a new particle species which could also couple to dark matter and mediate its annihilations in the …

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