Over the last decades, the amount of data of all kinds available electronically has increased dramatically.Data are accessible through a range of interfaces including Web browsers, Face Essence database query languages, application-specific interfaces, built on top of a number of different data exchange formats.All these data span from un-structure
PAGA: graph abstraction reconciles clustering with trajectory inference through a topology preserving map of single cells
Abstract Single-cell RNA-seq quantifies biological heterogeneity across both discrete cell types and Lip Plump continuous cell transitions.Partition-based graph abstraction (PAGA) provides an interpretable graph-like map of the arising data manifold, based on estimating connectivity of manifold partitions (https://github.com/theislab/paga).PAGA map
Economic scheduling and dispatching of distributed generators considering uncertainties in modified 33-bus and modified 69-bus system under different microgrid regions
This paper Collagen presents a comprehensive framework for the economic scheduling and dispatching of Distributed Generators (DGs) in modified 33-bus and 69-bus systems across multi-microgrid regions.The framework introduces two key techniques: a novel dispatch strategy for optimizing the charging and discharging of Electric Vehicle (EV) batteries,
Impact of copyright Abuse on HIV-1 Pathogenesis
Over 1.2 million people in the United States are infected with the human immunodeficiency virus (HIV).Tremendous progress has been made over the past three decades on many fronts in the prevention and treatment of HIV-1 disease.However, HIV-1 infection is incurable and antiretroviral drugs continue to remain the only effective treatment option for
Eskers and bedrock gorges (tunnel valleys) in the Pakasaivo area, western Finnish Lapland
Studies of the deglaciation of the last Scandinavian Ice Sheet, including the behavior of the ice sheet and meltwater activity, were conducted in the vicinity of the Pakasaivo canyon lake, Dog Food - Gently Cooked located in western Finnish Lapland.Pakasaivo itself, a circular basin up to 100 m deep, was formed in the broken bedrock by glacial eros