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June 2023
DeepGraviLens: a multi-modal architecture for classifying gravitational lensing data
- Nicolò Oreste Pinciroli Vago,
- Piero Fraternali
Neural Computing and Applications (NCAA), Volume 35, Issue 26Pages 19253–19277https://doi.org/10.1007/s00521-023-08766-9
Abstract
Gravitational lensing is the relativistic effect generated by massive bodies, which bend the space-time surrounding them. It is a deeply investigated topic in astrophysics and allows validating theoretical relativistic results and studying faint ...
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November 2018
Short-Timescale Gravitational Microlensing Events Prediction with ARIMA-LSTM and ARIMA-GRU Hybrid Model
Big Scientific Data ManagementPages 224–238https://doi.org/10.1007/978-3-030-28061-1_23
Abstract
Astronomers hope to give early warnings based on light-detection data when some celestial bodies may behave abnormal in the near future, which provides a new method to detect low-mass, free-floating planets. In particular, to search short-...
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