- Inferring time derivatives including cell growth rates using Gaussian ...🔍
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- Microbial growth rates can be inferred as a function of time. A) A...🔍
- Estimation of plasma parameter profiles and their derivatives from ...🔍
- Explicit Estimation of Derivatives from Data and Differential ...🔍
Inferring time derivatives including cell growth rates using Gaussian ...
Inferring time derivatives including cell growth rates using Gaussian ...
Often the time derivative of a measured variable is of as much interest as the variable itself. For a growing population of biological cells ...
Inferring time derivatives including cell growth rates using Gaussian ...
AbstractOften the time derivative of a measured variable is of as much interest as the variable itself. For a growing population of biological cells, ...
(PDF) Inferring time-derivatives, including cell growth rates, using ...
For a growing population of biological cells, for example, the population's growth rate is typically more important than its size. Here we ...
Software from the Swain Laboratory
Inferring time-derivatives including cell growth rates using Gaussian processes. The analysis code is written in Python 3. If you are familiar with Python ...
Inferring time derivatives including cell growth rates using Gaussian ...
As illustrations, we infer growth rates of microbial cells, the rate of assembly of an amyloid fibril and both the speed and acceleration of two separating ...
Inferring time-derivatives, including cell growth rates, using ... - bioRxiv
Inferring time-derivatives, including cell growth rates, using Gaussian processes · Abstract · Full Text · Info/History · Metrics · Preview PDF.
Inferring time-derivatives, including cell growth rates, using ... - Scite
Inferring time-derivatives, including cell growth rates, using Gaussian processes. Peter S. Swain. ,. Keiran Stevenson. ,. Allen Leary. et al. Abstract ...
Inferring time derivatives including cell growth rates using
For a growing population of biological cells, for example, the population's growth rate is typically more important than its size. Here we introduce a non- ...
Inferring time-derivatives, including cell growth rates, using ...
Using Gaussian processes, we specify the family of functions that we consider for our inference by choosing a covariance function (Methods). The ...
Inferring time derivatives including cell growth rates using Gaussian ...
Often the time derivative of a measured variable is of as much interest as the variable itself. For a growing population of biological cells, for example, ...
Inferring time derivatives, including cell growth rates, using ...
Inferring time derivatives, including cell growth rates, using Gaussian processes · Citation. Swain, Peter; Stevenson, Keiran; Leary, Allen; ...
Inferring time derivatives, including cell growth rates, using ...
For a growing population of biological cells, for example, the population's growth rate is typically more important than its size. Here we ...
Inferring time derivatives including cell growth rates using Gaussian ...
Article on Inferring time derivatives including cell growth rates using Gaussian processes., published in Nature Communications 7 on 2016-12-01 by Peter S ...
Inferring time-derivatives, including cell growth rates, using ... - OUCI
AbstractOften the time-derivative of a measured variable is of as much interest as the variable itself. For a growing population of biological cells, ...
Inferring time-derivatives, including cell growth rates, using ...
Inferring time-derivatives, including cell growth rates, using Gaussian processes. Biology · Computer Science · Mathematics. Show More. Authors. Peter Swain, ...
Microbial growth rates can be inferred as a function of time. A) A...
... size). We fit optical densities, which are proportional to the number of cells if properly calibrated [8], and show that we can infer growth rates for two ...
Estimation of plasma parameter profiles and their derivatives from ...
Clark I B N, Vogel J and Pilizota T 2016 Inferring time derivatives including cell growth rates using Gaussian processes Nat. Commun. 7 ...
Explicit Estimation of Derivatives from Data and Differential ... - arXiv
Keywords: estimation of derivative, Gaussian process, Bayesian inference. 1 ... Inferring time derivatives including cell growth rates using processes.
Analysing and meta-analysing time-series data of microbial growth ...
B omniplate estimates growth rate as a function of time using a Gaussian ... Inferring time derivatives including cell growth rates using Gaussian ...
gcplyr: an R package for microbial growth curve data analysis
... rate of growth (derivative) and cellular growth rate ... Inferring time derivatives including cell growth rates using Gaussian processes.