Zobrazeno 1 - 10
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pro vyhledávání: '"Satyanarayan, P."'
There is a significant uncertainty in the prediction of atmospheric muon neutrino and anti-neutrino flux ratio using different flux models, especially at higher energies. We study the prospects of experimentally measuring this flux ratio as a functio
Externí odkaz:
http://arxiv.org/abs/2409.20231
Interactive visualizations are powerful tools for Exploratory Data Analysis (EDA), but how do they affect the observations analysts make about their data? We conducted a qualitative experiment with 13 professional data scientists analyzing two datase
Externí odkaz:
http://arxiv.org/abs/2409.10450
Abstraction -- the process of generalizing specific examples into broad reusable patterns -- is central to how people efficiently process and store information and apply their knowledge to new data. Promisingly, research has shown that ML models lear
Externí odkaz:
http://arxiv.org/abs/2407.12543
Autor:
Zong, Jonathan, Pineros, Isabella Pedraza, Chen, Mengzhu Katie, Hajas, Daniel, Satyanarayan, Arvind
We present Umwelt, an authoring environment for interactive multimodal data representations. In contrast to prior approaches, which center the visual modality, Umwelt treats visualization, sonification, and textual description as coequal representati
Externí odkaz:
http://arxiv.org/abs/2403.00106
Publikováno v:
Physical Review D 109, 083541 (2024)
The initial density of dark matter (DM) particles, otherwise secluded from the standard model (SM), may be generated at reheating, with an initial temperature ratio for internal thermalizations, $\xi_i=T_{\rm DM,i}/T_{\rm SM,i}$. This scenario necess
Externí odkaz:
http://arxiv.org/abs/2312.12985
Generative text-to-image (TTI) models produce high-quality images from short textual descriptions and are widely used in academic and creative domains. Like humans, TTI models have a worldview, a conception of the world learned from their training da
Externí odkaz:
http://arxiv.org/abs/2309.09944
Publikováno v:
APIK Journal of Internal Medicine, Vol 12, Iss 4, Pp 237-240 (2024)
Background: Menstrual cycle is a natural physiological process of female during reproductive age group. Changes of estrogen and progesterone in different phases of menstrual cycle play a crucial role in respiratory functioning. Hence, this study was
Externí odkaz:
https://doaj.org/article/87da83071f42456fbd60890f37821d3c
Dashboards are no longer mere static displays of metrics; through functionality such as interaction and storytelling, they have evolved to support analytic and communicative goals like monitoring and reporting. Existing dashboard design guidelines, h
Externí odkaz:
http://arxiv.org/abs/2308.04514
Customization is crucial for making visualizations accessible to blind and low-vision (BLV) people with widely-varying needs. But what makes for usable or useful customization? We identify four design goals for how BLV people should be able to custom
Externí odkaz:
http://arxiv.org/abs/2307.08773
Autor:
Pollock, Josh, Mei, Catherine, Huang, Grace, Evans, Elliot, Jackson, Daniel, Satyanarayan, Arvind
Diagrams are essential tools for problem-solving and communication as they externalize conceptual structures using spatial relationships. But when picking a diagramming framework, users are faced with a dilemma. They can either use a highly expressiv
Externí odkaz:
http://arxiv.org/abs/2307.00146