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A Deep Learning Technique to Control the Non-linear Dynamics of a Gravitational-wave Interferometer
In this work we developed a deep learning technique that successfully solves a non-linear dynamic control problem.
Enhanced Medium Range Order in Vapor Deposited Germania Glasses at Elevated Temperatures
Herein, we show the atomic arrangement of strong network forming GeO2 glass is modified at medium range (< 2 nm) through vapor deposition at elevated temperatures.
Materials Science
Structural evolution of binary oxide nanolaminates with annealing and its impact on room-temperature internal friction
Internal friction in oxide thin films imposes a critical limitation to the sensitivity and stability of ultra-high finesse optical cavities for gravitational wave detectors.
Materials Science
Machine-learning non-stationary noise out of gravitational wave detectors
Signal extraction out of background noise is a common challenge in high precision physics experiments, where the measurement output is often a continuous data stream.
