1.8k citations · 4.5k across the 64 of their papers we have counts for
64 papers
Circumbinary discs for stellar population models
Robert G. Izzard, Adam S. Jermyn
We develop a rapid algorithm for the evolution of stable, circular, circumbinary discs suitable for parameter estimation and population synthesis modelling. Our model includes disc…
Modelling time-dependent convective penetration in 1D stellar evolution
Cole Johnston, Mathias Michielsen, Evan H. Anders +7
1D stellar evolution calculations produce uncertain predictions for quantities like the age, core mass, core compactness, and nucleo-synthetic yields; a key source of uncertainty i…
The photometric variability of massive stars due to gravity waves excited by core convection
Evan H. Anders, Daniel Lecoanet, Matteo Cantiello +8
Massive stars die in catastrophic explosions, which seed the interstellar medium with heavy elements and produce neutron stars and black holes. Predictions of the explosion's chara…
Conditioning Predictive Models: Risks and Strategies
Evan Hubinger, Adam Jermyn, Johannes Treutlein +2
Our intention is to provide a definitive reference on what it would take to safely make use of generative/predictive models in the absence of a solution to the Eliciting Latent Kno…
Engineering Monosemanticity in Toy Models
Adam S. Jermyn, Nicholas Schiefer, Evan Hubinger
In some neural networks, individual neurons correspond to natural ``features'' in the input. Such \emph{monosemantic} neurons are of great help in interpretability studies, as they…
KELT-9 and its ultra-hot Jupiter: stellar parameters, composition, and planetary pollution
Mihkel Kama, Colin P. Folsom, Adam S. Jermyn +1
KELT-9b is an ultra-hot Jupiter observed to be undergoing extreme mass loss. Its A0-type host star has a radiative envelope, which makes its surface layers prone to retaining recen…