4 citations · 7 across the 5 of their papers we have counts for
5 papers
Cosmic Reionization on Computers: Statistical Properties of the Distributions of Mean Opacities
Ella Werre, David Robinson, Camille Avestruz +1
Quasar absorption lines provide a unique window to the relationship between galaxies and the intergalactic medium during the Epoch of Reionization. In particular, high redshift qua…
The effects of different cooling and heating function models on a simulated analog of NGC300
David Robinson, Camille Avestruz, Nickolay Y. Gnedin +1
Gas cooling and heating rates are vital components of hydrodynamic simulations. However, they are computationally expensive to evaluate exactly with chemical networks or photoioniz…
On the minimum number of radiation field parameters to specify gas cooling and heating functions
David Robinson, Camille Avestruz, Nickolay Y. Gnedin
Fast and accurate approximations of gas cooling and heating functions are needed for hydrodynamic galaxy simulations. We use machine learning to analyze atomic gas cooling and heat…
Emergence of the Temperature-Density Relation in the Low-Density Intergalactic Medium
Alexandra Wells, David Robinson, Camille Avestruz +1
We examine the evolution of the phase diagram of the low-density intergalactic medium during the Epoch of Reionization in simulation boxes with varying reionization histories from…
Exploring the Dependence of Gas Cooling and Heating Functions on the Incident Radiation Field with Machine Learning
David Robinson, Camille Avestruz, Nickolay Y. Gnedin
Gas cooling and heating functions play a crucial role in galaxy formation. But, it is computationally expensive to exactly compute these functions in the presence of an incident ra…