ELISA: A Bayesian X/ gamma-ray Spectral Analysis Toolkit
astro-ph.IM, astro-ph.HE
Submitted: 2026-10-10
Updated: 2026-10-10
Code: https://github.com/wcxve/elisa
Sources
- JAXNS: a high-performance nested sampling package based on JAX
- Phantom-Powered Nested Sampling
- Hamiltonian Monte Carlo for Hierarchical Models
- BlackJAX: Composable Bayesian inference in JAX
- Bayesian Workflow
- Ensemble Slice Sampling: Parallel, black-box and gradient-free inference for correlated & multimodal distributions
- Time Evolution of Optical Darkness in GRB Afterglow: The Case of GRB 240825A
- Composable Effects for Flexible and Accelerated Probabilistic Programming in NumPyro
- Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC
- The Multi-Mission Maximum Likelihood framework (3ML)
- BREAKFAST: A Framework for general joint BA duty and follow-up guidance of multiple $\gamma$-ray monitors
- The Deep and Transient Universe in the SVOM Era: New Challenges and Opportunities - Scientific prospects of the SVOM mission
- On the Ultra-Long Gamma-Ray Transient GRB 250702B/EP250702
Related papers
- A signal dedispersion algorithm for imaging-based transient searches
- EXPO: a quantum leap in fast, wide-band X-ray polarimetry for astrophysics
- CHRONOS Science Program
- AVICA: A fully automated CASA pipeline for large volume VLBI data calibration
- Spectral Map Making with SPHEREx
- Long-Integration Magnetar Burst Observatory (LIMBO): Instrument Summary and Early FRB Rate Constraints