Astronomy and Computing

Article	Citations
SKIRT 9: Redesigning an advanced dust radiative transfer code to allow kinematics, line transfer and polarization by aligned dust grains	68
Astroalign: A Python module for astronomical image registration	49
Astronomaly: Personalised active anomaly detection in astronomical data	36
CosmoHub: Interactive exploration and distribution of astronomical data on Hadoop	28
DeepMerge: Classifying high-redshift merging galaxies with deep neural networks	26
SciServer: A science platform for astronomy and beyond	23
A robust model for flux density calculations of radio halos in galaxy clusters: Halo-FDCA	23
Predicting pulsar stars using a random tree boosting voting classifier (RTB-VC)	22
FlowPM: Distributed TensorFlow implementation of the FastPM cosmological N-body solver	19
PySAP: Python Sparse Data Analysis Package for multidisciplinary image processing	19
HILIGT, upper limit servers I—Overview	18
Galaxy morphology classification using neural ordinary differential equations	17
Classification of galaxy color images using quaternion polar complex exponential transform and binary Stochastic Fractal Search	16
Mask galaxy: Morphological segmentation of galaxies	16
Machine learning techniques applied to solar flares forecasting	16
DeepShadows: Separating low surface brightness galaxies from artifacts using deep learning	16
TheHaloMod: An online calculator for the halo model	15
Galaxy morphology classification using automated machine learning	15
Data processing software for Chandrayaan-2 Solar X-ray Monitor	13
Modelling the projected separation of microlensing events using systematic time-series feature engineering	13
HILIGT, Upper Limit Servers II — Implementing the data servers	12
gwfish: A simulation software to evaluate parameter-estimation capabilities of gravitational-wave detector networks	12
Harnessing the power of CNNs for unevenly-sampled light-curves using Markov Transition Field	12
Comparison of automatic methods to detect sunspots in the Coimbra Observatory spectroheliograms	11
Abelian–Higgs cosmic string evolution with multiple GPUs	11

Distinction of groups of gamma-ray bursts in the BATSE catalog through fuzzy clustering	11
Space target extraction and detection for wide-field surveillance	10
Systematic biases when using deep neural networks for annotating large catalogs of astronomical images	10
A versatile smoothed particle hydrodynamics code for graphic cards	10
MADLens, a python package for fast and differentiable non-Gaussian lensing simulations	10
Predictive ARIMA Model for coronal index solar cyclic data	10
Photometric redshifts for the S-PLUS Survey: Is machine learning up to the task?	10
Kernel-based emulator for the 3D matter power spectrum from CLASS	10
Efficient Fermi source identification with machine learning methods	9
Abelian-Higgs cosmic string evolution with CUDA	9
CoLiTecVS software for the automated reduction of photometric observations in CCD-frames	9
The astorb database at Lowell Observatory	9
Exploring and interrogating astrophysical data in virtual reality	8
Apercal—The Apertif calibration pipeline	8
Optical follow-up of gravitational wave triggers with DECam during the first two LIGO/VIRGO observing runs	8
Effectively using unsupervised machine learning in next generation astronomical surveys	8
Robust Gaussian process regression based on iterative trimming	8
Radio-astronomical imaging on graphics processors	8
Data Lab—A community science platform	7
BlaST - A machine-learning estimator for the synchrotron peak of blazars	7
Data processing pipeline for Tianlai experiment	6
A Real Time Processing system for big data in astronomy: Applications to HERA	6
Astronomical source detection in radio continuum maps with deep neural networks	6
Astro Space Locator — A software package for VLBI data processing and reduction	6
Towards an astronomical science platform: Experiences and lessons learned from Chinese Virtual Observatory	6
CELEBI: The CRAFT Effortless Localisation and Enhanced Burst Inspection pipeline	6
DeepGhostBusters: Using Mask R-CNN to detect and mask ghosting and scattered-light artifacts from optical survey images	6
A deep learning based astronomical target detection framework for multi-colour photometry sky survey projects	5
Exo-MerCat: A merged exoplanet catalog with Virtual Observatory connection	5
Detection of a new crescent moon using the Maximally Stable Extremal Regions (MSER) technique	5
Development and application of an HDF5 schema for SKA-scale image cube visualization	5
Station-keeping error analysis for halo orbits around Libration point	5
Interaction of bodies in the circular restricted 3-body problem with variable mass	5
An f(R,	4
Estimating galaxy redshift in radio-selected datasets using machine learning	4
A diffusion-based method for removing background stars from astronomical images	4
Astronomical objects classification based on the Digitized First Byurakan Survey low-dispersion spectra	4
Understanding the human in the design of cyber-human discovery systems for data-driven astronomy	4
Photometric data-driven classification of Type Ia supernovae in the open Supernova Catalog	4
GriSPy: A Python package for fixed-radius nearest neighbors search	4
Optimizing the hybrid parallelization of BHAC	4
Impact simulation of Starlink satellites on astronomical observation using worldwide telescope	4
The Umbrella software suite for automated asteroid detection	4
Classification algorithms applied to structure formation simulations	4
Evolution of CMB temperature in a Chaplygin gas model from deep learning perspective	4
Monte Carlo simulation of Lane–Emden type equations arising in astrophysics	4
Searching for young stellar objects through SEDs by machine learning	4
A fuzzy Multi-Criteria Decision Making approach for Exo-Planetary Habitability	4
Synthetic population of interstellar objects in the Solar System	4
Fast period searches using the Lomb–Scargle algorithm on Graphics Processing Units for large datasets and real-time applications	4

Automatic classification of eclipsing binary stars using deep learning methods	4
easyFermi: A graphical interface for performing Fermi-LAT data analyses	3
Detection of extragalactic Ultra-compact dwarfs and Globular Clusters using Explainable AI techniques	3
Solar activity classification based on Mg II spectra: Towards classification on compressed data	3
Direction dependent point spread function reconstruction for multi-conjugate adaptive optics on giant segmented mirror telescopes	3
An investigation of the relationship between the CME and the Geomagnetic Storm	3
TULIPS: A Tool for Understanding the Lives, Interiors, and Physics of Stars	3
Development of a high throughput cloud-based data pipeline for 21 cm cosmology	3
1-DREAM: 1D Recovery, Extraction and Analysis of Manifolds in noisy environments	3
Physical publicly verifiable randomness from pulsars	3
A connectivity-based method for detecting clumpy structures in molecular clouds	3
Low mass X-ray binary simulation data release	3
The bright side of the light curve: A general photometric model of non-transiting exorings	3
Exploring the interpretability of deep neural networks used for gravitational lens finding with a sensitivity probe	3
Using multiple instance learning for explainable solar flare prediction	3
Modeling transit and reflected light curves for non-spherical exoplanets	2
Rosetta: A container-centric science platform for resource-intensive, interactive data analysis	2
Introducing PyCross: PyCloudy Rendering Of Shape Software for pseudo 3D ionisation modelling of nebulae	2
BayesicFitting, a PYTHON toolbox for Bayesian fitting and evidence calculation.	2
A cuBLAS-based GPU correlation engine for a low-frequency radio telescope	2
Symbolic implementation of extensions of the PyCosmo Boltzmann solver	2
Hubble constant by natural selection: Evolution chips in the Hubble tension	2
Lightweight HI source finding for next generation radio surveys	2
Hierarchical clustering in astronomy	2
GPU-enabled searches for periodic signals of unknown shape	2
Detection of radio frequency interference using an improved generative adversarial network	2
Evaluation metrics for galaxy image generators	2
Fast error-safe MOID computation involving hyperbolic orbits	2
Predicting cosmological observables with PyCosmo	2
The Locus Algorithm: A novel technique for identifying optimised pointings for differential photometry	2
Mitigating satellite trails: A study of residual light after masking	2
The Locus Algorithm: The design, implementation and performance characterisation of a software and grid computing system to optimise the quality of fields of view for differential photometry	2
Description of a RFI mitigation pipeline for the FAST 19-beam receiver	2
A machine learning approach to the detection of ghosting and scattered light artifacts in dark energy survey images	2
IVOA HiPS implementation in the framework of WorldWide Telescope	2
The RTApipe framework for the gamma-ray real-time analysis software development	2
Radio sources segmentation and classification with deep learning	2
Deep learning for crescent detection and recognition: Implementation of Mask R-CNN to the observational Lunar dataset collected with the Robotic Lunar Telescope System	2
Clustering-informed cinematic astrophysical data visualization with application to the Moon-forming terrestrial synestia	2
A fast and time-efficient glitch classification method: A deep learning-based visual feature extractor for machine learning algorithms	1
A new python package for identifying celestial bodies trapped in mean-motion resonances	1
Observational constraints in modified Chaplygin gas cosmological model	1
Sidestepping the inversion of the weak-lensing covariance matrix with Approximate Bayesian Computation	1
DUG Insight: A software package for big-data analysis and visualisation, and its demonstration for passive radar space situational awareness using radio telescopes	1
Modelling Lane–Emden type equations using Physics-Informed Neural Networks	1
Asteroseismic determination of fundamental parameters for exoplanet host stars with deep learning	1
SPARTAN: Maximizing the use of spectro-photometric observational data during template fitting	1
Cosmic Ray rejection with attention augmented deep learning	1
Astronomical source finding services for the CIRASA visual analytic platform	1
Detecting dispersed radio transients in real time using convolutional neural networks	1
Polytropic wind solutions via the Complex Plane Strategy	1
Analysis tool for lunar crescent visibility criterion based on integrated lunar crescent database	1
Dark Matter Subhalo interpretations using machine learning: The fourth Fermi-LAT catalog	1
Pytearcat: PYthon TEnsor AlgebRa calCulATor A python package for general relativity and tensor calculus	1
Cosmic voids in GAN-generated maps of large-scale structure	1
The Gaia AVU–GSR parallel solver: Preliminary studies of a LSQR-based application in perspective of exascale systems	1
The data center construction of the Xinjiang Astronomical Observatory based on virtual observatory standards	1
An exploration of how training set composition bias in machine learning affects identifying rare objects	1
Search for the edge-on galaxies using an artificial neural network	1
Modified f(Q)	1
FitsMap: A simple, lightweight tool for displaying interactive astronomical image and catalog data	1
RUNMON-RIFT: Adaptive configuration and healing for large-scale parameter inference	1
Transient simulations for radio surveys	1
Study on outliers in the big stellar spectral dataset of the fifth data release (DR5) of the Large Sky Area Multi-Object Fiber Spectroscopic Telescope (LAMOST)	1
Stochastic approach to Markovian interrelationship assessment of solar activity indices	1
A novel greedy approach to harmonic summing using GPUs	1
New tool in python for spectroscopic data analysis: Application to variable stars data from the Oukaimden and OHP observatories	1
Easy asteroid phase curve fitting for the Python ecosystem: Pyedra	1
Analysis of thermal geometries on slowly rotating black holes in 4D Gauss–Bonnet gravity	1
C 2-GaMe: Clas	1
DarpanX: A python package for modeling X-ray reflectivity of multilayer mirrors	1
sympy2c: From symbolic expressions to fast C/C++ functions and ODE solvers in Python	1
Stellar parameter estimation in O-type stars using artificial neural networks	1
Spectroscopic redshift determination with Bayesian convolutional networks	1
TATTER: A hypothesis testing tool for multi-dimensional data	1
Sengi: A small, fast, interactive viewer for spectral outputs from stellar population synthesis models	1
HiSS-Cube: A scalable framework for Hierarchical Semi-Sparse Cubes preserving uncertainties	1
DeepForge for astronomy: Deep learning SDSS redshifts from images	1
Development of a new hybrid cloud cover detection method for all sky mapping	1
Sensitivity estimation for dark matter subhalos in synthetic Gaia DR2 using deep learning	1

Young lunar crescent detection based on video data with computer vision techniques	1
Towards asteroid detection in microlensing surveys with deep learning	1
Multi Order Coverage data structure to plan multi-messenger observations	1
Bulirsh–Stoer algorithm in the planar restricted three-body problem	1
The AGILE real-time analysis software system to detect short-transient events in the multi-messenger era	1
The NASA Multi-Messenger Astrophysics Science Support Center (MOSSAIC)	1
Removing aliases in time-series photometry	1
Machine learning-based seeing estimation and prediction using multi-layer meteorological data at Dome A, Antarctica	1
Photometry+: Development of a photometric pipeline for the Great Basin Observatory robotic telescope	1
Wavelet based tone mapping (TM) enhancement to a detection system for faint and compact sources in HDR and large FOV radio scenes	1