Neutrino propagation in the Earth and emerging charged leptons with $\texttt{nuPyProp}$

NuSpaceSim/nupyprop 30 Sep 2022

The $\texttt{nuPyProp}$ outputs are lookup tables of charged lepton exit probabilities and energies that can be used directly or as inputs to the $\texttt{nuSpaceSim}$ code designed to simulate optical and radio signals from extensive air showers induced by the emerging charged leptons.

High Energy Astrophysical Phenomena High Energy Physics - Phenomenology

0.06 stars / hour

Lossless, Scalable Implicit Likelihood Inference for Cosmological Fields

tlmakinen/cosmicgraphs 15 Jul 2021

We find that a) summaries obtained from convolutional neural network compression do not lose information and therefore saturate the known field information content, both for the Gaussian covariance and the lognormal cases, b) simulation-based inference using these maximally informative nonlinear summaries recovers nearly losslessly the exact posteriors of field-level inference, bypassing the need to evaluate expensive likelihoods or invert covariance matrices, and c) even for this simple example, implicit, simulation-based likelihood incurs a much smaller computational cost than inference with an explicit likelihood.

Cosmology and Nongalactic Astrophysics

0.03 stars / hour

unyt: Handle, manipulate, and convert data with units in Python

yt-project/unyt 6 Jun 2018

Software that processes real-world data or that models a physical system must have some way of managing units.

Instrumentation and Methods for Astrophysics

0.02 stars / hour

A public code for astrometric microlensing with contour integration

valboz/VBBinaryLensing 9 Nov 2020

We present the first public code for the calculation of the astrometric centroid shift occurring during microlensing events.

Instrumentation and Methods for Astrophysics Earth and Planetary Astrophysics Astrophysics of Galaxies

0.02 stars / hour

Gaussian Process regression for astronomical time-series

dfm/araa-gps 19 Sep 2022

The last two decades have seen a major expansion in the availability, size, and precision of time-domain datasets in astronomy.

Instrumentation and Methods for Astrophysics

0.02 stars / hour

Mimicking the halo-galaxy connection using machine learning

nickkunz/smogn 16 Jan 2022

Overall, the different algorithms produce consistent results in terms of predicting galaxy properties from a set of input halo properties that include halo mass, concentration, spin, and halo overdensity.

Astrophysics of Galaxies Cosmology and Nongalactic Astrophysics

0.02 stars / hour

The Astropy Project: Sustaining and Growing a Community-oriented Open-source Project and the Latest Major Release (v5.0) of the Core Package

astropy/astropy 28 Jun 2022

The Astropy Project supports and fosters the development of open-source and openly-developed Python packages that provide commonly needed functionality to the astronomical community.

Instrumentation and Methods for Astrophysics

0.01 stars / hour Blind astrometric calibration of arbitrary astronomical images

dstndstn/ 12 Oct 2009

We have built a reliable and robust system that takes as input an astronomical image, and returns as output the pointing, scale, and orientation of that image (the astrometric calibration or WCS information).

Instrumentation and Methods for Astrophysics

0.01 stars / hour

Identification of carbon dioxide in an exoplanet atmosphere

zhaoolee/garss 24 Aug 2022

It is also one of the most promising species to detect in the secondary atmospheres of terrestrial exoplanets.

Earth and Planetary Astrophysics

0.01 stars / hour

Dedalus: A Flexible Framework for Numerical Simulations with Spectral Methods

DedalusProject/methods_paper_examples 24 May 2019

The Dedalus Project is a flexible, open-source, parallelized computational framework for solving general partial differential equations using spectral methods.

Instrumentation and Methods for Astrophysics Computational Physics Fluid Dynamics

0.01 stars / hour