Zobrazeno 1 - 10
of 30 221
pro vyhledávání: '"Sutherland P"'
Autor:
Fergus, Paul, Chalmers, Carl, Matthews, Naomi, Nixon, Stuart, Burger, Andre, Hartley, Oliver, Sutherland, Chris, Lambin, Xavier, Longmore, Steven, Wich, Serge
Camera traps offer enormous new opportunities in ecological studies, but current automated image analysis methods often lack the contextual richness needed to support impactful conservation outcomes. Here we present an integrated approach that combin
Externí odkaz:
http://arxiv.org/abs/2411.14219
Autor:
Shirzad, Hamed, Lin, Honghao, Velingker, Ameya, Venkatachalam, Balaji, Woodruff, David, Sutherland, Danica
Transductive tasks on graphs differ fundamentally from typical supervised machine learning tasks, as the independent and identically distributed (i.i.d.) assumption does not hold among samples. Instead, all train/test/validation samples are present d
Externí odkaz:
http://arxiv.org/abs/2411.13028
Gas metallicity, ionization parameter, and gas pressure can affect the observed ratios of specific strong emission lines within galaxies. While the theoretical strong lines diagnostics for gas metallicity, ionization parameters, and gas pressure in s
Externí odkaz:
http://arxiv.org/abs/2411.04103
We present $[OIII]/H_{\rm \beta}$ emision line flux ratio predictions for galaxies at $z \sim 7-9$ using the MAPPINGS V v5.2.0 photoionization modelling code combined with an analytic galaxy formation model. Properties such as pressure and ionization
Externí odkaz:
http://arxiv.org/abs/2410.23606
Autor:
Sutherland, R. Tyler
We discuss a general technique for using quantum logic spectroscopy to perform quantum non-demolition (QND) measurements that determine which of two subspaces a logic ion is in. We then show how to use the scheme to perform high fidelity state prepar
Externí odkaz:
http://arxiv.org/abs/2410.23531
Autor:
Ding, Y., Clements, D. L., Leeuw, L. L., Heywood, I., Dannerbauer, H., Parmar, A., Legodi, P., Ivison, R. J., Blake, R., Gutiérrez, C. M., Carnero, A., Sutherland, W.
High-redshift protoclusters consisting of dusty starbursts are thought to play an important role in galaxy evolution. Their dusty nature makes them bright in the FIR/submm but difficult to find in optical/NIR surveys. Radio observations are an excell
Externí odkaz:
http://arxiv.org/abs/2410.08843
Autor:
Crawford, Graeme, Sutherland, Dave
We consider a class of BSM models where a generic scalar electroweak multiplet obtains a significant fraction of its mass from a coupling to the Higgs. Such models are non-decoupling: their new states are necessarily at the TeV scale or below, they c
Externí odkaz:
http://arxiv.org/abs/2409.18177
Autor:
Ren, Yi, Sutherland, Danica J.
Obtaining compositional mappings is important for the model to generalize well compositionally. To better understand when and how to encourage the model to learn such mappings, we study their uniqueness through different perspectives. Specifically, w
Externí odkaz:
http://arxiv.org/abs/2409.09626
The Hilbert-Schmidt Independence Criterion (HSIC) is a powerful tool for nonparametric detection of dependence between random variables. It crucially depends, however, on the selection of reasonable kernels; commonly-used choices like the Gaussian ke
Externí odkaz:
http://arxiv.org/abs/2409.06890
Autor:
Freeman, Brian S., Arriola, Kendall, Cottell, Dan, Lawlor, Emmett, Erdman, Matt, Sutherland, Trevor, Wells, Brian
This study evaluates the productivity improvements achieved using a generative artificial intelligence personal assistant tool (PAT) developed by Trane Technologies. The PAT, based on OpenAI's GPT 3.5 model, was deployed on Microsoft Azure to ensure
Externí odkaz:
http://arxiv.org/abs/2409.14511