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Found 4 papers, 3 papers with code
FANATIC: FAst Noise-Aware TopIc Clustering
Extracting salient topics from a collection of documents can be a challenging task when a) the amount of data is large, b) the number of topics is not known a priori, and/or c) “topic noise” is present.
Predicting the long-term stability of compact multiplanet systems
Our Stability of Planetary Orbital Configurations Klassifier (SPOCK) predicts stability using physically motivated summary statistics measured in integrations of the first $10^4$ orbits, thus achieving speed-ups of up to $10^5$ over full simulations.
Earth and Planetary Astrophysics
Hybrid Symplectic Integrators for Planetary Dynamics
A hybrid integrator achieves high accuracy during close encounters by using a high order integration scheme for the duration of the encounter while otherwise using a standard 2nd order Wisdom-Holman scheme, thereby optimizing both speed and accuracy.
Earth and Planetary Astrophysics Instrumentation and Methods for Astrophysics Dynamical Systems
Lunar Crater Identification via Deep Learning
Crater counting on the Moon and other bodies is crucial to constrain the dynamical history of the Solar System.
Earth and Planetary Astrophysics
