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Predicting Localized Primordial Star Formation with Deep Convolutional Neural Networks
Azton I. Wells, Michael L. Norman
We investigate applying 3D deep convolutional neural networks as fast surrogate models of the formation and feedback effects of primordial stars in hydrodynamic cosmological simula…
External Enrichment of Minihalos by the First Supernovae
William Hicks, Azton Wells, Michael L. Norman +3
Recent high-resolution simulations of early structure formation have shown that externally enriched halos may form some of the first metal enriched stars. This study utilizes a 1 c…
The Formation of Very Massive Stars in Early Galaxies and Implications for Intermediate Mass Black Holes
John A. Regan, John H. Wise, Tyrone E. Woods +3
We investigate the ab-initio formation of super-massive stars in a pristine atomic cooling halo. The halo is extracted from a larger self-consistent parent simulation. The halo rem…
Massive Star Formation in Metal-Enriched Haloes at High Redshift
John A. Regan, Zoltán Haiman, John H. Wise +2
The formation of supermassive stars has generally been studied under the assumption of rapid accretion of pristine metal-free gas. Recently it was found, however, that gas enriched…