Accelerated, scalable and reproducible AI-driven gravitational wave detection
E. A. Huerta, Asad Khan, Xiaobo Huang, Minyang Tian, Maksim Levental, Ryan Chard, Wei Wei, Maeve Heflin, Daniel S. Katz, Volodymyr Kindratenko, Dawei Mu, Ben Blaiszik, Ian Foster
Topics & Concepts
LIGOScalabilityWorkflowComputer scienceBig dataGravitational waveProcess (computing)Binary numberBinary black holeData miningObservatoryData scienceArtificial intelligenceSPARK (programming language)SupercomputerMachine learningData modelingConsistency (knowledge bases)Data accessInterferometryEnsemble learningSoftwareDistributed databaseBlack boxBinary dataArtificial neural networkMultiple ModelsBlack hole (networking)DebuggingBusiness intelligencePulsars and Gravitational Waves ResearchGamma-ray bursts and supernovaeAstronomy and Astrophysical Research