84 citations · 112 across the 5 of their papers we have counts for
5 papers
Transformer models for astrophysical time series and the GRB prompt-afterglow relation
Oliver M. Boersma, Eliot H. Ayache, Joeri van Leeuwen
Transformer models have recently become very successful in the natural language domain. Their value as sequence-to-sequence translators there, also makes them a highly interesting…
The Radio to GeV Afterglow of GRB 221009A
Tanmoy Laskar, Kate D. Alexander, Raffaella Margutti +27
GRB 221009A () is one of the closest known long -ray bursts (GRBs). Its extreme brightness across all electromagnetic wavelengths provides an unprecedented opportunity…
Generating Scientific Articles with Machine Learning
Eliot H. Ayache, Conor M. B. Omand
In recent years, the field of machine learning has seen rapid growth, with applications in a variety of domains, including image recognition, natural language processing, and predi…
GAMMA: a new method for modeling relativistic hydrodynamics and non-thermal emission on a moving mesh
Eliot H. Ayache, Hendrik J. van Eerten, Rupert W. Eardley
In recent years, dynamical relativistic jet simulation techniques have progressed to a point where it is becoming possible to fully numerically resolve gamma-ray burst (GRB) blast-…
Late X-ray flares from the interaction of a reverse shock with a stratified ejecta in GRB afterglows: simulations on a moving mesh
Eliot H. Ayache, Hendrik J. van Eerten, Frédéric Daigne
Late activity of the central engine is often invoked in order to explain the flares observed in the early X-ray afterglow of gamma-ray bursts, either in the form of an active neutr…