2 papers
astro-ph.IM2025
Kilonova Light Curve Parameter Estimation Using Likelihood-Free Inference
Malina Desai, Deep Chatterjee, Sahil Jhawar +3
Rapid parameter estimation is critical when dealing with short lived signals such as kilonovae. We present a parameter estimation algorithm that combines likelihood-free inference…
astro-ph.HE2025
Data-driven approach for modeling the temporal and spectral evolution of kilonova systematic uncertainties
Sahil Jhawar, Thibeau Wouters, Peter T. H. Pang +3
Kilonovae, possible electromagnetic counterparts to neutron star mergers, provide important information about high-energy transient phenomena and, in principle, also allow us to ob…