Zobrazeno 1 - 10
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pro vyhledávání: '"Austin, R. P."'
Autor:
Kabir, Ehsan, Kabir, Md. Arafat, Downey, Austin R. J., Bakos, Jason D., Andrews, David, Huang, Miaoqing
Transformer neural networks (TNNs) are being applied across a widening range of application domains, including natural language processing (NLP), machine translation, and computer vision (CV). Their popularity is largely attributed to the exceptional
Externí odkaz:
http://arxiv.org/abs/2409.14023
Autor:
Hawley, Scott H., Tackett, Austin R.
We investigate the construction of latent spaces through self-supervised learning to support semantically meaningful operations. Analogous to operational amplifiers, these "operational latent spaces" (OpLaS) not only demonstrate semantic structure su
Externí odkaz:
http://arxiv.org/abs/2406.02699
We consider the problem of optimal control of district cooling energy plants (DCEPs) consisting of multiple chillers, a cooling tower, and a thermal energy storage (TES), in the presence of time-varying electricity price. A straightforward applicatio
Externí odkaz:
http://arxiv.org/abs/2310.03814
Autor:
Kabir, Ehsan, Coble, Daniel, Satme, Joud N., Downey, Austin R. J., Bakos, Jason D., Andrews, David, Huang, Miaoqing
In this paper, we evaluate the use of a trained Long Short-Term Memory (LSTM) network as a surrogate for a Euler-Bernoulli beam model, and then we describe and characterize an FPGA-based deployment of the model for use in real-time structural health
Externí odkaz:
http://arxiv.org/abs/2309.00801
Autor:
Tuan Vu, BS, Sophia R. O'Brien, MD, Shawn X. Ma, MD, Karthik M. Sundaram, MD, PhD, Austin R. Pantel, MD, MSTR
Publikováno v:
Radiology Case Reports, Vol 19, Iss 9, Pp 3959-3961 (2024)
A 76-year-old man with a history of malignant pleural mesothelioma treated with pembrolizumab underwent FDG-PET/CT for restaging. The images demonstrated FDG uptake overlying the right hepatic and splenic artery, which were new from the previous FDG-
Externí odkaz:
https://doaj.org/article/bd050e85a17d429ea7846dc8824e5c0c
Autor:
Austin R. Hoffman, Erika V. Iyengar
Publikováno v:
Hydrobiology, Vol 3, Iss 2, Pp 85-99 (2024)
Fresh, green leaves are increasing as resources in aquatic ecosystems due to more frequent severe spring and summer storms, but research on allochthonous resources typically uses senescent leaves. We examined macroinvertebrate colonization of green l
Externí odkaz:
https://doaj.org/article/0e4b96aa945b4bbdaa67ee4b01501956
Publikováno v:
Ecology and Evolution, Vol 14, Iss 8, Pp n/a-n/a (2024)
Abstract Understanding how past and current environmental conditions shape the demographic and genetic distributions of organisms facilitates our predictions of how future environmental patterns may affect populations. The Canyon Rubyspot damselfly (
Externí odkaz:
https://doaj.org/article/a56043ec145446338d86e4ee3c6bb7b5
Autor:
Burger, Joseph R., Okie, Jordan G., Hatton, Ian, Weinberger, Vanessa P., Shrestha, Munik, Liedtke, Kyra J., Be, Tam, Cruz, Austin R., Feng, Xiao, Hinojo-Hinojo, Cesar, Kibria, Abu S. M. G., Ernst, Kacey C., Enquist, Brian J.
Understanding scaling relations of social and environmental attributes of urban systems is necessary for effectively managing cities. Urban scaling theory (UST) has assumed that population density scales positively with city size. We present a new gl
Externí odkaz:
http://arxiv.org/abs/2210.08067
Humans collaborate in different contexts such as in creative or scientific projects, in workplaces and in sports. Depending on the project and external circumstances, a newly formed collaboration may include people that have collaborated before in th
Externí odkaz:
http://arxiv.org/abs/2210.02163
Graph neural networks (GNNs) have shown superiority in many prediction tasks over graphs due to their impressive capability of capturing nonlinear relations in graph-structured data. However, for node classification tasks, often, only marginal improv
Externí odkaz:
http://arxiv.org/abs/2207.11311