153 citations · 275 across the 3 of their papers we have counts for
3 papers
Building astroBERT, a language model for Astronomy & Astrophysics
Felix Grezes, Sergi Blanco-Cuaresma, Alberto Accomazzi +14
The existing search tools for exploring the NASA Astrophysics Data System (ADS) can be quite rich and empowering (e.g., similar and trending operators), but researchers are not yet…
Hamiltonian neural networks for solving equations of motion
Marios Mattheakis, David Sondak, Akshunna S. Dogra +1
There has been a wave of interest in applying machine learning to study dynamical systems. We present a Hamiltonian neural network that solves the differential equations that gover…
Finding Anomalous Periodic Time Series: An Application to Catalogs of Periodic Variable Stars
Umaa Rebbapragada, Pavlos Protopapas, Carla E. Brodley +1
Catalogs of periodic variable stars contain large numbers of periodic light-curves (photometric time series data from the astrophysics domain). Separating anomalous objects from we…