Instruct: Identify the main category of Biorxiv papers based on the titles and abstracts
Query: RNA velocity unraveled We perform a thorough analysis of RNA velocity methods, with a view towards understanding the suitability of the various assumptions underlying popular implementations. In addition to providing a self-contained exposition of the underlying mathematics, we undertake simulations and perform controlled experiments on biological datasets to assess workflow sensitivity to parameter choices and underlying biology. Finally, we argue for a more rigorous approach to RNA velocity, and present a framework for Markovian analysis that points to directions for improvement and mitigation of current problems.
3
The categories of this paper are: evolutionary
1
The categories of this paper are: bioinformatics
5
The categories of this paper are: cell
7
The categories of this paper are: ecology
28
The categories of this paper are: communication
19
The categories of this paper are: epidemiology
0
The categories of this paper are: genetics
9
The categories of this paper are: synthetic
24
The categories of this paper are: cancer
26
The categories of this paper are: biochemistry
10
The categories of this paper are: and
17
The categories of this paper are: molecular
25
The categories of this paper are: bioengineering
8
The categories of this paper are: genomics
16
The categories of this paper are: microbiology
20
The categories of this paper are: pharmacology