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Some of the material in is restricted to members of the community. By logging in, you may be able to gain additional access to certain collections or items. If you have questions about access or logging in, please use the form on the Contact Page.
Petroleum, one of the most complex mixtures on Earth, has been extensively studied for decades. Fourier transform ion cyclotron resonance mass spectrometry (FT-ICR MS) and the ultrahigh resolution it provides, however, has dramatically...
The purpose of this longitudinal study is to explore the relationship between the national unemployment rate and college enrollment and success outcomes (retention, and completion), controlling for student characteristics (gender, race...
The graph is a data structure that exists widely around us, including traditional fields like physics, biology, and cosmology, as well as emergent fields like social networks, software engineering, and financial trading platforms. The...
Over the years, the storage substrate of operating systems has evolved with changing storage devices and workloads [2, 6, 7, 8, 12, 15, 18, 26, 29, 33, 34, 35, 39, 41, 42, 44, 47, 48, 54]. Both academia and industry have devoted...
Collective protein structural transitions couple with fluctuations of their aqueous environment to enable biological function. Although decades of experiment have investigated protein-motion hy- dration couplings, atomistic details...
Deep learning has been widely used to predict price movements from the limit order book. In this paper, we design a consistently profitable trading system for predicting the bid-ask spread crossing. Our trading experiment is done on a...
As the standard formalism and powerful abstraction of networked data, graphs have been used to model and interpret structured information from protein interaction and program dependence, to business coordination and Internet topology....
The DNA in the eukaryotic genome is wrapped in 147--bp segments around an octamer of histone proteins to form the fundamental subunit of chromatin, the nucleosome. Nucleosomes regulate the access of proteins to DNA, thus regulating...
In many pattern classification problems, efficiently learning a suitable low-dimensional representation of high dimensional data is essential. The advantages of linear dimension reduction methods are their simplicity and efficiency....
The medium voltage dc (MVDC) power system is gaining increasing attention in applications such as renewable energy and shipboard power systems due to its advantages in reliability, efficiency, power quality and power density. However, ...
Some of the material in is restricted to members of the community. By logging in, you may be able to gain additional access to certain collections or items. If you have questions about access or logging in, please use the form on the Contact Page.
