Can Transformers help us perform parameter estimation of overlapping signals in #GravitationalWaveDetectors?
Find out here: ow.ly/IrYY50WZjqr
Lucia Papalini, Federico De Santi, Massimiliano Razzano, Ik Siong Heng & Elena Cuoco
@btbsunimib.bsky.social @uofglasgow.bsky.social @elenacuoco.bsky.social
book cover
New #book highlights the state of the art in #MachineLearning applied to #GravitationalWave detection:
Elena Cuoco @elenacuoco.bsky.social (ed) Gravitational Wave Science with Machine Learning. Springer Series in Astrophysics and Cosmology. Springer, Singapore (2025) doi.org/10.1007/978-... #G2Net
Example of where machine learning fits in the workflow for GW detectors and data analysis. The gear in the picture indicates the parts of the data analysis chain where ML could be used.
Elena Cuoco, Marco Cavaglià, Ik Siong Heng, David Keitel, Christopher Messenger. Applications of machine learning in gravitational-wave research with current interferometric detectors. #LivingRevRelativ 28, 2 (2025) doi.org/10.1007/s411... #OpenAccess #Review #MachineLearning #GravitationalWaves