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pro vyhledávání: '"Robinson, David P."'
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 heating functions in the presence of a generalized incident local radiatio
Externí odkaz:
http://arxiv.org/abs/2406.19446
We examine the evolution of the phase diagram of the low-density intergalactic medium (IGM) during the Epoch of Reionization in simulation boxes with varying reionization histories from the Cosmic Reionization on Computers project. The PDF of gas tem
Externí odkaz:
http://arxiv.org/abs/2310.15226
Publikováno v:
MNRAS, Volume 528, Issue 1, February 2024
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 radiation field. These computations can be greatly sped up by using inte
Externí odkaz:
http://arxiv.org/abs/2310.09328
This paper offers an independent assessment of certain key economic effects of the Iberian Exception (IE). Their stated aim was to reduce the major component of electricity prices for most Iberian consumers, a component which was indexed to Iberian w
Externí odkaz:
http://arxiv.org/abs/2309.02608
Passive acoustic monitoring offers a scalable, non-invasive method for tracking global biodiversity and anthropogenic impacts on species. Although deep learning has become a vital tool for processing this data, current models are inflexible, typicall
Externí odkaz:
http://arxiv.org/abs/2308.04978
Autor:
Aouni, Nordine, Linders, Luc, Robinson, David, Vandelaer, Len, Wiezorek, Jessica, Gupta, Geetesh, Cavill, Rachel
Principal Component Analysis (PCA) and other multi-variate models are often used in the analysis of "omics" data. These models contain much information which is currently neither easily accessible nor interpretable. Here we present an algorithmic met
Externí odkaz:
http://arxiv.org/abs/2111.09138
Publikováno v:
2022, ApJ, 936, 50
Cooling and heating functions describe how radiative processes impact the thermal state of a gas as a function of its temperature and other physical properties. In a most general case the functions depend on the detailed distributions of ionic specie
Externí odkaz:
http://arxiv.org/abs/2109.01674
Autor:
Abebe, Rediet, Barocas, Solon, Kleinberg, Jon, Levy, Karen, Raghavan, Manish, Robinson, David G.
A recent normative turn in computer science has brought concerns about fairness, bias, and accountability to the core of the field. Yet recent scholarship has warned that much of this technical work treats problematic features of the status quo as fi
Externí odkaz:
http://arxiv.org/abs/1912.04883
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