New Metrics for Identifying Variables and Transients in Large Astronomical Surveys
The Simons Observatory: science goals and forecasts for the enhanced Large Aperture Telescope
Abstract:
We describe updated scientific goals for the wide-field, millimeter-wave survey that will be produced by the Simons Observatory (SO). Significant upgrades to the 6-meter SO Large Aperture Telescope (LAT) are expected to be complete by 2028, and will include a doubled mapping speed with 30,000 new detectors and an automated data reduction pipeline. In addition, a new photovoltaic array will supply most of the observatory's power. The LAT survey will cover about 60% of the sky at a regular observing cadence, with five times the angular resolution and ten times the map depth of the Planck satellite. The science goals are to: (1) determine the physical conditions in the early universe and constrain the existence of new light particles; (2) measure the integrated distribution of mass, electron pressure, and electron momentum in the late-time universe, and, in combination with optical surveys, determine the neutrino mass and the effects of dark energy via tomographic measurements of the growth of structure at redshifts z β² 3; (3) measure the distribution of electron density and pressure around galaxy groups and clusters, and calibrate the effects of energy input from galaxy formation on the surrounding environment; (4) produce a sample of more than 30,000 galaxy clusters, and more than 100,000 extragalactic millimeter sources, including regularly sampled AGN light-curves, to study these sources and their emission physics; (5) measure the polarized emission from magnetically aligned dust grains in our Galaxy, to study the properties of dust and the role of magnetic fields in star formation; (6) constrain asteroid regoliths, search for Trans-Neptunian Objects, and either detect or eliminate large portions of the phase space in the search for Planet 9; and (7) provide a powerful new window into the transient universe on time scales of minutes to years, concurrent with observations from the Vera C. Rubin Observatory of overlapping sky.Searches for direct slepton production in the compressed-mass corridor in sqrt(π) = 13 TeV π π collisions with the ATLAS detector
Abstract:
This paper presents searches for the direct pair production of charged light-flavour sleptons, each decaying into a stable neutralino and an associated Standard Model lepton. The analyses focus on the challenging βcorridorβ region, where the mass difference, Ξπ, between the slepton (πΛ or πΛ) and the lightest neutralino (πΛ 0 1 ) is less or similar to the mass of the π boson, π(π), with the aim to close a persistent gap in sensitivity to models with Ξπ β² π(π). Events are required to contain a high-energy jet, significant missing transverse momentum, and two same-flavour opposite-sign leptons (π or π). The analysis uses π π collision data at β π = 13 TeV recorded by the ATLAS detector, corresponding to an integrated luminosity of 140 fbβ1 . Several kinematic selections are applied, including a set of boosted decision trees. These are each optimised for different Ξπ to provide expected sensitivity for the first time across the full Ξπ corridor. The results are generally consistent with the Standard Model, with the most significant deviations observed with a local significance of 2.0 π in the selectron search, and 2.4 π in the smuon search. While these deviations weaken the observed exclusion reach in some parts of the signal parameter space, the previously present sensitivity gap to this corridor is largely reduced. Constraints at the 95% confidence level are set on simplified models of selectron and smuon pair production, where selectrons (smuons) with masses up to 300 (350) GeV can be excluded for Ξπ between 2 GeV and 100 GeV.