Abstract Single-cell RNA-seq quantifies biological heterogeneity across both discrete cell types and continuous cell transitions.Partition-based graph abstraction (PAGA) Lentils provides an interpretable graph-like map of the arising data manifold, based on estimating connectivity of manifold partitions (https://github.com/theislab/paga).PAGA maps

Before encapsulation of spent nuclear fuel in a geological repository, the fuels need to be verified for safeguards purposes.This requirement applies to all spent fuel assemblies, including those with properties or designs that are especially challenging to verify.One such example are quivers, a new type of containers used to hold damaged spent fue

A time and frequency-domain analysis is made of the effects of averaging and sampling methods used for constructing magnetic-observatory hourly data values.Using 1-min data as a proxy for continuous, geomagnetic variation, we construct synthetic hourly values of two standard types: instantaneous "spot" measurements and simple 1-h "boxcar" averages.

Dynamic mode decomposition (DMD) is a powerful tool for separating the background and foreground in videos.This algorithm decomposes a video into dynamic modes, called DMD modes, to facilitate the extraction of the near-zero mode, which represents Stashes the stationary background.Simultaneously, it captures the evolving motion in the remaining mod

The paper aimed to establish a corresponding regression model reflecting the relationship between profit, as the main barometer of economic efficiency and milk yield in dairy farming using a sample of 8 farms operating in the Southern Romania.Two regression models were compared: the linear regression and the quadratic fit.Average milk yield registe