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63 papers · 1 filter
LISA Galactic Binaries in the Roman Galactic Bulge Time-Domain Survey
Matthew C. Digman, Chris M. Hirata
Short-period Galactic white dwarf binaries detectable by LISA are the only guaranteed persistent sources for multi-messenger gravitational-wave astronomy. Large-scale surveys in th…
Random Feature Models for Learning Interacting Dynamical Systems
Yuxuan Liu, Scott G. McCalla, Hayden Schaeffer
Particle dynamics and multi-agent systems provide accurate dynamical models for studying and forecasting the behavior of complex interacting systems. They often take the form of a…
Parameter Estimation for Stellar-Origin Black Hole Mergers In LISA
Matthew C. Digman, Neil J. Cornish
The population of stellar origin black hole binaries (SOBHBs) detected by existing ground-based gravitational wave detectors is an exciting target for the future space-based Laser…
JWST's PEARLS: TN J1338-1942 -- I. Extreme jet triggered star-formation in a luminous radio galaxy
Kenneth J. Duncan, Rogier A. Windhorst, Anton M. Koekemoer +25
We present the first JWST observations of the luminous radio galaxy TN J1338-1942, obtained as part of the ``Prime Extragalactic Areas for Reionization and Lensing Science…
Dual Accuracy-Quality-Driven Neural Network for Prediction Interval Generation
Giorgio Morales, John W. Sheppard
Accurate uncertainty quantification is necessary to enhance the reliability of deep learning models in real-world applications. In the case of regression tasks, prediction interval…
A Component of the Smith High Velocity Cloud Now Crossing the Galactic Plane
Felix J. Lockman, Robert A. Benjamin, Nicolas Pichette +1
We have identified a new structure in the Milky Way: a leading component of the Smith high velocity cloud that is now crossing the Galactic plane near longitude 25 degrees. Using n…