Astronomy and Computing

Article	Citations
Astronomaly: Personalised active anomaly detection in astronomical data	41
A robust model for flux density calculations of radio halos in galaxy clusters: Halo-FDCA	25
HILIGT, upper limit servers I—Overview	22
FlowPM: Distributed TensorFlow implementation of the FastPM cosmological N-body solver	22
TheHaloMod: An online calculator for the halo model	22
Galaxy morphology classification using neural ordinary differential equations	21
Galaxy morphology classification using automated machine learning	20
Machine learning techniques applied to solar flares forecasting	19
gwfish: A simulation software to evaluate parameter-estimation capabilities of gravitational-wave detector networks	19
DeepShadows: Separating low surface brightness galaxies from artifacts using deep learning	17
Kernel-based emulator for the 3D matter power spectrum from CLASS	16
Harnessing the power of CNNs for unevenly-sampled light-curves using Markov Transition Field	16
Modelling the projected separation of microlensing events using systematic time-series feature engineering	15
HILIGT, Upper Limit Servers II — Implementing the data servers	15
Photometric redshifts for the S-PLUS Survey: Is machine learning up to the task?	14
Distinction of groups of gamma-ray bursts in the BATSE catalog through fuzzy clustering	14
Data processing software for Chandrayaan-2 Solar X-ray Monitor	13
The astorb database at Lowell Observatory	13
Robust Gaussian process regression based on iterative trimming	13
Abelian–Higgs cosmic string evolution with multiple GPUs	13
Exploring and interrogating astrophysical data in virtual reality	11
Effectively using unsupervised machine learning in next generation astronomical surveys	11
A deep learning based astronomical target detection framework for multi-colour photometry sky survey projects	11
Systematic biases when using deep neural networks for annotating large catalogs of astronomical images	11
Astronomical source detection in radio continuum maps with deep neural networks	11

MADLens, a python package for fast and differentiable non-Gaussian lensing simulations	11
CoLiTecVS software for the automated reduction of photometric observations in CCD-frames	10
CELEBI: The CRAFT Effortless Localisation and Enhanced Burst Inspection pipeline	9
An f(R,	9
BlaST - A machine-learning estimator for the synchrotron peak of blazars	9
DeepGhostBusters: Using Mask R-CNN to detect and mask ghosting and scattered-light artifacts from optical survey images	8
Interaction of bodies in the circular restricted 3-body problem with variable mass	8
Apercal—The Apertif calibration pipeline	8
Data processing pipeline for Tianlai experiment	8
Monte Carlo simulation of Lane–Emden type equations arising in astrophysics	7
Hierarchical clustering in astronomy	7
A Real Time Processing system for big data in astronomy: Applications to HERA	7
Impact simulation of Starlink satellites on astronomical observation using worldwide telescope	6
Detection of a new crescent moon using the Maximally Stable Extremal Regions (MSER) technique	6
The Umbrella software suite for automated asteroid detection	5
TULIPS: A Tool for Understanding the Lives, Interiors, and Physics of Stars	5
A new python package for identifying celestial bodies trapped in mean-motion resonances	5
Searching for young stellar objects through SEDs by machine learning	5
Predicting cosmological observables with PyCosmo	5
Classification algorithms applied to structure formation simulations	5
An exploration of how training set composition bias in machine learning affects identifying rare objects	5
GriSPy: A Python package for fixed-radius nearest neighbors search	5
Separating the blue cloud and the red sequence using Otsu’s method for image segmentation	5
Evolution of CMB temperature in a Chaplygin gas model from deep learning perspective	5
Using multiple instance learning for explainable solar flare prediction	5
Station-keeping error analysis for halo orbits around Libration point	5
Exploring the interpretability of deep neural networks used for gravitational lens finding with a sensitivity probe	4
Estimating galaxy redshift in radio-selected datasets using machine learning	4
A diffusion-based method for removing background stars from astronomical images	4
Radio sources segmentation and classification with deep learning	4
Description of a RFI mitigation pipeline for the FAST 19-beam receiver	4
The constrained accelerating universe in f(	4
Optimizing the hybrid parallelization of BHAC	4
Astronomical objects classification based on the Digitized First Byurakan Survey low-dispersion spectra	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
Modified f(Q)	4
A fuzzy Multi-Criteria Decision Making approach for Exo-Planetary Habitability	4
Synthetic population of interstellar objects in the Solar System	4
Data-driven satellite orbit prediction using two-line elements	4
Photometric data-driven classification of Type Ia supernovae in the open Supernova Catalog	4
Machine learning-based seeing estimation and prediction using multi-layer meteorological data at Dome A, Antarctica	3
An investigation of the relationship between the CME and the Geomagnetic Storm	3
Detection of radio frequency interference using an improved generative adversarial network	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
The RTApipe framework for the gamma-ray real-time analysis software development	3
Young lunar crescent detection based on video data with computer vision techniques	3
A connectivity-based method for detecting clumpy structures in molecular clouds	3
The AGILE real-time analysis software system to detect short-transient events in the multi-messenger era	3

Low mass X-ray binary simulation data release	3
GPU-enabled searches for periodic signals of unknown shape	3
The bright side of the light curve: A general photometric model of non-transiting exorings	3
A machine learning approach to the detection of ghosting and scattered light artifacts in dark energy survey images	3
A fast and time-efficient glitch classification method: A deep learning-based visual feature extractor for machine learning algorithms	3
Fast error-safe MOID computation involving hyperbolic orbits	3
BayesicFitting, a PYTHON toolbox for Bayesian fitting and evidence calculation.	3
Symbolic implementation of extensions of the PyCosmo Boltzmann solver	3
Processing system for coherent dedispersion of pulsar radio emission	3
Multi Order Coverage data structure to plan multi-messenger observations	3
Detection and segmentation of radio frequency interference from satellite images using attention-GANs	3
easyFermi: A graphical interface for performing Fermi-LAT data analyses	3
DarpanX: A python package for modeling X-ray reflectivity of multilayer mirrors	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
Sensitivity estimation for dark matter subhalos in synthetic Gaia DR2 using deep learning	3
Observational constraints in modified Chaplygin gas cosmological model	3
Evaluation metrics for galaxy image generators	3
sympy2c: From symbolic expressions to fast C/C++ functions and ODE solvers in Python	3
Physical publicly verifiable randomness from pulsars	3
Direction dependent point spread function reconstruction for multi-conjugate adaptive optics on giant segmented mirror telescopes	3
Hubble constant by natural selection: Evolution chips in the Hubble tension	3
Membership determination in open clusters using the DBSCAN Clustering Algorithm	3
C 2-GaMe: Class	3
Observational constraints on Hubble parameter in Sáez Ballester theory	2
Towards asteroid detection in microlensing surveys with deep learning	2
Motion of test particles and topological interpretation of generic rotating regular black holes coupled to non-linear electrodynamics	2
Transient simulations for radio surveys	2
Cosmic Ray rejection with attention augmented deep learning	2
A simulation framework for telescope array and its application in distributed reinforcement learning-based scheduling of telescope arrays	2
Detecting dispersed radio transients in real time using convolutional neural networks	2
Late time phantom characteristic of the model in f(	2
Rosetta: A container-centric science platform for resource-intensive, interactive data analysis	2
Machine learning methods for the search for L&T brown dwarfs in the data of modern sky surveys	2
Bulirsh–Stoer algorithm in the planar restricted three-body problem	2
Spectroscopic redshift determination with Bayesian convolutional networks	2
Modelling Lane–Emden type equations using Physics-Informed Neural Networks	2
Observational constraints for an axially symmetric transitioning model with bulk viscosity parameterization	2
Quintessence behaviour dark energy models in f(	2
Lightweight HI source finding for next generation radio surveys	2
New tool in python for spectroscopic data analysis: Application to variable stars data from the Oukaimden and OHP observatories	2
Continuous Simulation Data Stream: A dynamical timescale-dependent output scheme for simulations	2
Cosmic analysis of a model in higher-order gravity theory	2
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)	2
Astronomical source finding services for the CIRASA visual analytic platform	2
The Gaia AVU–GSR parallel solver: Preliminary studies of a LSQR-based application in perspective of exascale systems	2
Asteroseismic determination of fundamental parameters for exoplanet host stars with deep learning	2
FitsMap: A simple, lightweight tool for displaying interactive astronomical image and catalog data	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
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
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
Removing aliases in time-series photometry	2
Deep learning and quantum algorithms approach to investigating the feasibility of wormholes: A review	1
Validation of denoising system using non-harmonic analysis and denoising convolutional neural network for removal of Gaussian noise from gravitational waves observed by LIGO	1
A review of unsupervised learning in astronomy	1
A new view of observed galaxies through 3D modelling and visualisation	1
GWDALI: A Fisher-matrix based software for gravitational wave parameter-estimation beyond Gaussian approximation	1
Cosmic voids in GAN-generated maps of large-scale structure	1
Stochastic approach to Markovian interrelationship assessment of solar activity indices	1
Easy asteroid phase curve fitting for the Python ecosystem: Pyedra	1
Analysis tool for lunar crescent visibility criterion based on integrated lunar crescent database	1
On the equilibrium points of the collinear restricted 4-body problem with non-spherical bodies	1
Dark Matter Subhalo interpretations using machine learning: The fourth Fermi-LAT catalog	1
A proof-of-concept neural network for inferring parameters of a black hole from partial interferometric images of its shadow	1
MAPPRAISER: A massively parallel map-making framework for multi-kilo pixel CMB experiments	1
Probing Weyl-type f(Q	1
Analysis of chiral oxirane molecules in preparation for next generation telescopes: A review, new analysis, & a chiral molecule database	1
Search for the edge-on galaxies using an artificial neural network	1
Development of a new hybrid cloud cover detection method for all sky mapping	1
A novel greedy approach to harmonic summing using GPUs	1
DeepForge for astronomy: Deep learning SDSS redshifts from images	1
The data center construction of the Xinjiang Astronomical Observatory based on virtual observatory standards	1
Existence and uniqueness of solution to the system of integral equations in the planar Earth, Sun and satellite system	1
SPARTAN: Maximizing the use of spectro-photometric observational data during template fitting	1
An optimized training approach for meteor detection with an attention mechanism to improve robustness on limited data	1
Mean-shift clustering approach to the tracklets association with angular measurements of resident space objects	1
The NASA Multi-Messenger Astrophysics Science Support Center (MOSSAIC)	1
Generative Adversarial Network based method for generation of synthetic image parameters for TACTIC 1
The dynamics of a hyperbolic solution in f(	1

Graph Theoretical Analysis of local ultraluminous infrared galaxies and quasars	1
Wavelet based tone mapping (TM) enhancement to a detection system for faint and compact sources in HDR and large FOV radio scenes	1
HiSS-Cube: A scalable framework for Hierarchical Semi-Sparse Cubes preserving uncertainties	1
Single star SCIDAR: Atmospheric parameters profiling using the power spectrum of scintillation	1
Stellar parameter estimation in O-type stars using artificial neural networks	1
Data modelling approaches to astronomical data: Mapping large spectral line data cubes to dimensional data models	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
Simulating skylight polarization patterns using the backward Markov Chain Monte Carlo method	1
RUNMON-RIFT: Adaptive configuration and healing for large-scale parameter inference	1
YOLO-ET: A Machine Learning model for detecting, localising and classifying anthropogenic contaminants and extraterrestrial microparticles optimised for mobile processing systems	1
Construct a realistic stellar model with polytropic relation	1
A graph-based spectral classification of Type II supernovae	1
Affine EoS cosmologies: Observational and dynamical system constraints	1
Polytropic wind solutions via the Complex Plane Strategy	1
A robust fitness function and genetic algorithm to morphologically constrain the dynamics of interacting galaxies	1
Pytearcat: PYthon TEnsor AlgebRa calCulATor A python package for general relativity and tensor calculus	1
Analysis of thermal geometries on slowly rotating black holes in 4D Gauss–Bonnet gravity	1
Harnessing edge-enhanced attention mechanisms for supernova detection in deep learning frameworks	1
Sengi: A small, fast, interactive viewer for spectral outputs from stellar population synthesis models	1
Sidestepping the inversion of the weak-lensing covariance matrix with Approximate Bayesian Computation	1
OPTICAM triple-channel astronomical image acquisition control software and external triggering synchronization system	1
pyC 2 Ray: A fl	1
Photometry+: Development of a photometric pipeline for the Great Basin Observatory robotic telescope	1