Simulation based inference for the next generation of gravitational wave data

28 Jun 2024, 12:30
15m

Speaker

Mr Uddipta Bhardwaj (GRAPPA, University of Amsterdam)

Description

As we move towards the next generation of gravitational wave (GW) detections, data analysis techniques pertaining to detection, denoising and parameter inference need to be highly specialised. Ever increasing duty cycles result in a signal dominated era of GWs which brings about its own host of challenges for science interpretation from such data. Is there a way to go about using simulation-based inference? I discuss this in the context of problems such as the LISA global fit and approaches to solve such complex data analysis tasks in a block-by-block basis.

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