From the 1 of 3 linked papers with an AI index.
3 papers
Machine Learning for Complex Instrument Design and Optimization
Barry C. Barish, Jonathan W. Richardson, Evangelos E. Papalexakis +1
The paper discusses how machine learning can be used to analyze large operational datasets and speed up physics simulations to improve the design and performance of complex experim…
Multivariate Time Series Clustering for Environmental State Characterization of Ground-Based Gravitational-Wave Detectors
Rutuja Gurav, Isaac Kelly, Pooyan Goodarzi +4
Gravitational-wave observatories like LIGO are large-scale, terrestrial instruments housed in infrastructure that spans a multi-kilometer geographic area and which must be actively…
Probabilistic Forecasting of Radiation Exposure for Spaceflight
Rutuja Gurav, Elena Massara, Xiaomei Song +5
Extended human presence beyond low-Earth orbit (BLEO) during missions to the Moon and Mars will pose significant challenges in the near future. A primary health risk associated wit…