#datasimulation #AstronomySoftware #ScienceSoftware

Random #Debian Astro package of the week is gyoto. Gyoto is a framework for computing geodesics in curved space-times. The gyoto utility program uses this framework to compute images of astronomical objects in the vicinity of compact objects (e.g. black-holes). Such images are distorted by strong gravitational lensing. The gyoto program takes a scenery description in XML format, computes this scenery using relativistic ray-tracing,
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Can AI Replace Human Research Participants? These Scientists See Risks

Several recent proposals for using AI to generate research data could save time and effort but at a cost

Scientific American

#datasimulation #AstronomySoftware #ScienceSoftware #DebianBookworm

Random #Debian Astro package of the week is mocassin. mocassin is a fully 3D or 2D photoionisation and dust radiative transfer code which employs a Monte Carlo approach to the transfer of radiation through media of arbitrary geometry and density distribution. It was originally developed for the modelling of photoionised regions like HII regions and planetary nebulae and has since expanded and been applied to a
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#datasimulation #AstronomySoftware #ScienceSoftware #DebianBookworm

Random #Debian Astro package of the week is inhomog. The inhomog library calculates average cosmological expansion. This particular package contains an example front end program that uses the biscale_partition routines of the inhomog library, illustrating effective scale factor evolution in a universe with a T^3 spatial section that is divided into two complementary domains. The inhomog library provides Raychaudhuri
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#datasimulation #AstronomySoftware #ScienceSoftware #DebianBookworm

Random #Debian Astro package of the week is splash. This (formerly SUPERSPHPLOT) is a visualisation tool for output from (astrophysical) simulations using the Smoothed Particle Hydrodynamics (SPH) method in one, two and three dimensions. It is written in Fortran 90 and can utilise the PGPLOT graphics subroutine library to do the actual plotting. It is based around a command-line menu structure but utilises the
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#datasimulation #AstronomySoftware #ScienceSoftware #DebianBookworm

Random #Debian Astro package of the week is mpgrafic. mpgrafic produces initial conditions files for N-body simulations of cosmological large-scale structure formation. It is a free-licensed, MPI-parallelised, rewritten version of Ed Bertschinger's grafic-1 program, producing output files in the grafic format.
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Two #rstats things that people might (hopefully) find useful are for example this blog I wrote about #poweranalysis through #datasimulation https://julianquandt.com/#posts (covering t-test / anova / linear mixed models and more) and these standard operating procedure for #lmm #mixedmodels (#brms and #lme4) I took part in creating http://decision-lab.org/wp-content/uploads/2020/07/SOP_Mixed_Models_D2P2_v1_0_0.pdf