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Article
Datasets, tasks, and training methods for large-scale hypergraph learning
Relations among multiple entities are prevalent in many fields, and hypergraphs are widely used to represent such group relations. Hence, machine learning on hypergraphs has received considerable attention, an...
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Article
Racial disparities in unemployment benefits among U.S. mortgage borrowers during COVID-19
This article describes racial and ethnic differences in mortgage payment difficulties during the COVID-19 pandemic and examines whether disparities exist in the benefits of the unemployment insurance (UI) prog...
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Article
COVID-19 pandemic and mental health problems of adults in United States: mediating roles of cognitive concerns and behavioral changes
We examined the associations of statewide COVID-19 conditions (i.e., state-level case and death rates) with individual-level Generalized Anxiety Disorder (GAD) and Major Depression Disorder (MDD) focusing on t...
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Article
Associations of Small Business Closure and Reduced Urban Mobility with Mental Health Problems in COVID-19 Pandemic: a National Representative Sample Study
It is suggested that the nationwide social distancing due to coronavirus disease 2019 (COVID-19) has adverse mental health consequences despite its necessity. We investigated the associations of social distanc...
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Article
A comprehensive review of artificial intelligence-based approaches for rolling element bearing PHM: shallow and deep learning
The objective of this paper is to present a comprehensive review of the contemporary techniques for fault detection, diagnosis, and prognosis of rolling element bearings (REBs). Data-driven approaches, as oppo...
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Chapter and Conference Paper
I Know Where to Find What You Want: Semantic Data Map from Silos
Data-driven analysis is critically important for creating new insights and values; however, data silos prevent a full utilization of existing data. To overcome this issue, we propose Semantic Data MAP (SD-MAP). S...
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Article
Seed transmission of Tomato yellow leaf curl virus in sweet pepper (Capsicum annuum)
Sweet pepper (Capsicum annuum) is a popular crop worldwide and an asymptomatic host of the begomovirus (Geminiviridae) Tomato yellow leaf curl virus (TYLCV). A previous study showed that TYLCV could be transmitte...
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Article
Open AccessTomato yellow leaf curl virus (TYLCV-IL): a seed-transmissible geminivirus in tomatoes
Tomato yellow leaf curl virus (TYLCV) is one of the most well-known tomato-infecting begomoviruses and transmitted by Bemisia tabaci. Seed transmission has previously been reported for some RNA viruses, but TYLCV...
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Article
A framework of model validation and virtual product qualification with limited experimental data based on statistical inference
Virtual testing is a recent engineering development trend to design, evaluate, and test new engineered products. This research proposes a framework of virtual testing based on statistical inference for new pro...
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Article
Direct top–down fabrication of nanoscale electrodes for organic semiconductors using fluoropolymer resists
We report the use of a fluoropolymer resist for the damage-free e-beam lithographic patterning of organic semiconductors. The same material is also shown to be suitable as an orthogonal electron beam resist fo...
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Article
Impact of Rock Heterogeneity on Interactions of Microbial-Enhanced Oil Recovery Processes
Residual oil saturation reduction and microbial plugging are two crucial factors in microbial-enhanced oil recovery (MEOR) processes. In our previous study, the residual saturation was defined as a nonlinear f...
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Article
Interactions of Microbial-Enhanced Oil Recovery Processes
Microbial-enhanced oil recovery (MEOR) has been considered as a promising technique to further increase oil recovery from petroleum reservoirs. Although the potential benefits of MEOR applications are consider...
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Article
Two-Dimensional Infinite Prandtl Number Convection: Structure of Bifurcated Solutions
This paper examines the bifurcation and structure of the bifurcated solutions of the two-dimensional infinite Prandtl number convection problem. The existence of a bifurcation from the trivial solution to an a...
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Article
Reflectance spectroscopy of single photonic crystal island fabricated by ink-jet printing
A micro-reflectance spectroscopy was performed on a single island of photonic crystal array. An array of islands of photonic crystal with colloidal polystyrene beads was assembled on Si using ink-jet printing....
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Chapter and Conference Paper
Distributed algorithms for reconstructing MST after topology change
This paper considers the Updating Minimum-weight Spanning Tree Problem (UMP), that is, the problem to update the Minimum-weight Spanning Tree (MST) in response to topology change of the network. This paper propos...
