Flexible Gravitational-Wave Parameter Estimation with Transformers (opens in new tab)

Author(s): Annalena Kofler, Maximilian Dax, Stephen R. Green, Jonas Wildberger, Nihar Gupte, Jakob H. Macke, Jonathan Gair, Alessandra Buonanno, and Bernhard SchölkopfGravitational-wave data analysis relies on accurate and efficient methods to extract physical information from noisy detector signals, yet the increasing rate and complexity of observations represent a growing challenge. Deep learning provides a powerful alternative to traditional inference, but exi…[Phys. Rev. Lett. 136, 251401...