Physical review. D/Physical review. D. · 2024 · 12 citations · 33 references
Natural SciencesAstronomyComputer ScienceAstrophysicsComputer VisionMachine LearningComputational AstrophysicsDeep LearningGeophysical Data ProcessingGeophysical Signal ProcessingInterferometryPattern RecognitionAstronomical InterferenceData Processing AlgorithmsNeural Network DiagnosticsNeural Network PredictionSignalsTime Delay InterferometryTransient DetectionTransient Event Detection
The paper presents a neural network approach for detection, characterization, and discrimination of LISA Time Delay Interferometry transient glitch data from astrophysical signals. It thus paves the way for further addressing this critical issue in LISA data analysis.
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Learning to Forget: Continual Prediction with LSTM
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