Autoencoder-driven spiral representation learning for gravitational wave surrogate modelling
Paraskevi Nousi, Styliani-Christina Fragkouli, Nikolaos Passalis, P. Iosif, Theocharis A. Apostolatos, George Pappas, Nikolaos Stergioulas, Anastasios Tefas
Topics & Concepts
Surrogate modelAutoencoderWaveformInterpolation (computer graphics)Artificial neural networkComputer scienceAlgorithmSpiral (railway)Binary numberArtificial intelligencePhysicsMathematicsMachine learningMathematical analysisArithmeticTelecommunicationsMotion (physics)RadarPulsars and Gravitational Waves ResearchAstrophysical Phenomena and ObservationsModel Reduction and Neural Networks