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Spatio-temporal prediction of the COVID-19 pandemic in US counties : modeling with a deep LSTM neural network
Title
Spatio-temporal prediction of the COVID-19 pandemic in US counties : modeling with a deep LSTM neural network
Author
Thill, Jean-Claude, Nikparvar, Behnam, Rahman, Md. Mokhlesur, Hatami, Faizeh
Date Created
2021
Subjects--Topical
Epidemiology, COVID-19 (Disease)
Description
Prediction of complex epidemiological systems such as COVID-19 is challenging on many grounds. Commonly used compartmental models struggle to handle an epidemiological process that evolves rapidly and is spatially heterogeneous. On the other hand,...
The relative effects of forest amount, forest configuration, and urban matrix quality on forest breeding birds
Title
The relative effects of forest amount, forest configuration, and urban matrix quality on forest breeding birds
Author
Shoffner, Alexandra V., Wilson, Andrew M., Tang, Wenwu, Gagne, Sara A.
Subjects--Topical
Urbanization, Forest birds
Description
Urbanization modifies landscape structure in three major ways that impact avian diversity in remnant habitat: habitat amount is reduced and habitat configuration and matrix quality are altered. The relative effects of these three components of lan...
Molecular function recognition by supervised projection pursuit machine learning
Title
Molecular function recognition by supervised projection pursuit machine learning
Author
Jacobs, Donald J., Grear, Tyler, Avery, Chris, Patterson, John
Date Created
2021
Subjects--Topical
Molecular biology, Pharmaceutical chemistry
Description
Identifying mechanisms that control molecular function is a significant challenge in pharmaceutical science and molecular engineering. Here, we present a novel projection pursuit recurrent neural network to identify functional mechanisms in the co...
Changing of the genomic pattern of Salmonella enteritidis strains isolated in Brazil over a 48 year-period revealed by whole genome SNP analyses
Title
Changing of the genomic pattern of Salmonella enteritidis strains isolated in Brazil over a 48 year-period revealed by whole genome SNP analyses
Author
Janies, Daniel
Date Created
2018
Subjects--Topical
Genomics, Salmonella
Description
Salmonella Enteritidis became the main serovar isolated from gastroenteritis cases in Brazil after the 90's. In this study we used whole genome sequence analysis to determine the phylogenetic relationships among a collection of strains isolated in...
Ultrafast laser ablation, intrinsic threshold, and nanopatterning of monolayer molybdenum disulfide
Title
Ultrafast laser ablation, intrinsic threshold, and nanopatterning of monolayer molybdenum disulfide
Author
Her, Tsing-Hua, Solomon, Joel M., Ahmad, Sabeeh Irfan, Dave, Arpit
Date Created
2022
Subjects--Topical
Nanostructured materials, Two-dimensional materials
Description
Laser direct writing is an attractive method for patterning 2D materials without contamination. Literature shows that the ultrafast ablation threshold of graphene across substrates varies by an order of magnitude. Some attribute it to the thermal ...
Topologic connection between 2-D layered structures and 3-D diamond structures for conventional semiconductors
Title
Topologic connection between 2-D layered structures and 3-D diamond structures for conventional semiconductors
Author
Zhang, Y. (Yong), 1960-, Wang, Jianwei
Date Created
2016
Subjects--Topical
Density functionals, Two-dimensional materials
Description
When coming to identify new 2D materials, our intuition would suggest us to look from layered instead of 3D materials. However, since graphite can be hypothetically derived from diamond by stretching it along its [111] axis, many 3D materials can ...