gravitational-wave observatories 1instrument design 1machine learning 1optimization 1particle accelerators 1simulation acceleration 1
From the 1 of 2 linked papers with an AI index.
2 papers
physics.ins-det2026
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…
astro-ph.IM2026
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…