Astronomy And Computing

Astronomy And Computing

天文学和计算

  • 4区 中科院分区
  • Q2 JCR分区

高引用文章

文章名称 引用次数
DeepSphere: Efficient spherical convolutional neural network with HEALPix sampling for cosmological applications 12
The TORUS radiation transfer code 12
DeepCMB: Lensing reconstruction of the cosmic microwave background with deep neural networks 11
Galaxy detection and identification using deep learning and data augmentation 8
Separation of pulsar signals from noise using supervised machine learning algorithms 8
Machine learning on difference image analysis: A comparison of methods for transient detection 7
A CNN and LSTM-based approach to classifying transient radio frequency interference 6
Modeling microlensing events with MulensModel 6
Cobalt: A GPU-based correlator and beamformer for LOFAR 5
DES science portal: Computing photometric redshifts 5
A machine learning classifier for microlensing in wide-field surveys 5
Two-fluid dusty gas in smoothed particle hydrodynamics: Fast and implicit algorithm for stiff linear drag 4
PyCosmo: An integrated cosmological Boltzmann solver 4
Multi-GPU maximum entropy image synthesis for radio astronomy 4
The Monte Carlo photoionization and moving-mesh radiation hydrodynamics code CMacIonize 4
Theoretical validation of potential habitability via analytical and boosted tree methods: An optimistic study on recently discovered exoplanets 3
The PAU Survey: Operation and orchestration of multi-band survey data 3
MKID digital readout tuning with deep learning 3
Analysing billion-objects catalogue interactively: Apache Spark for physicists 3
A web service framework for astronomical remote observation in Antarctica by using satellite link 3
The AIverse project: Simulating, analyzing, and describing galaxies and star clusters with artificial intelligence 3
IDA software for investigating asteroid dynamics and its application to studying the motion of 2012 MF7 3
LEO-Py: Estimating likelihoods for correlated, censored, and uncertain data with given marginal distributions 3
De-distorting ionospheric effects in the image plane 3
PlanetPack3: A radial-velocity and transit analysis tool for exoplanets 3
From FATS to feets: Further improvements to an astronomical feature extraction tool based on machine learning 3
cuFFS: A GPU-accelerated code for Fast Faraday rotation measure Synthesis 2
Kliko-The scientific compute container format 2
A hybrid approach to machine learning annotation of large galaxy image databases 2
Using the Agile software development lifecycle to develop a standalone application for generating colour magnitude diagrams 2
Software tool for automatic detection of solar plages in the Coimbra Observatory spectroheliograms 2
Pipeline Collector: Gathering performance data for distributed astronomical pipelines 2
SCARLET: Source separation in multi-band images by Constrained Matrix Factorization 2
FLaapLUC: A pipeline for the generation of prompt alerts on transient Fermi-LAT gamma-ray sources 2
VaST: A variability search toolkit 2
Statistical detection of patterns in unidimensional distributions by continuous wavelet transforms 2
Finding cosmic voids and filament loops using topological data analysis 2
Multivariate analysis of cosmic void characteristics 2
The galaxy cluster Typeline' for X-ray temperature maps: ClusterPyXT 1
Identifying transient and variable sources in radio images 1
Exploiting dynamical perturbations for the end-of-life disposal of spacecraft in LEO 1
Fast error-controlling MOID computation for confocal elliptic orbits 1
Scalable streaming tools for analyzing N-body simulations: Finding halos and investigating excursion sets in one pass 1
SPAGHETTILENS: A software stack for modeling gravitational lenses by citizen scientists 1
On sampling of scattering phase functions 1
Separating stars from quasars: Machine learning investigation using photometric data 1
Tree-less 3d friends-of-friends using spatial hashing 1
Bondi-Hoyle-Lyttleton accretion flow revisited: Numerical simulation of unstable flow 1
APPHi: An automated photometry pipeline for high cadence, large volume data 1
Fips: An OpenGL based FITS viewer 1