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astro-ph.IM2025
Graph Neural Networks for Interferometer Simulations
Sidharth Kannan, Pooyan Goodarzi, Evangelos E. Papalexakis +1
In recent years, graph neural networks (GNNs) have shown tremendous promise in solving problems in high energy physics, materials science, and fluid dynamics. In this work, we intr…
astro-ph.IM2025
Error signals for overcoming the laser power limits of gravitational-wave detectors
Liu Tao, Pooyan Goodarzi, Jonathan W. Richardson
A major barrier to improving the quantum-limited sensitivity of gravitational-wave observatories is the thermal distortions of the test masses which arise at megawatt laser power.…