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This enables direct comparisons between our simulation results and mean-field (Flory-Huggins) predictions without any parameter-fitting (e.g., to determine the Flory-Huggins χ-parameter).
We selected three different algorithms for the atom mapping of mass balanced Recon 3D reactions due to their high accuracy, ease of availability, and predictions without any unmapped atoms.
We demonstrate that the method can be flexibly applied to cross-platform, cross-species, and multiclass predictions without any optimization of analysis parameters.
We identified nine patients with seven distinct rare monoallelic variants with in silico pathogenic predictions, without any obvious enrichment by age at onset or HLH trigger.
Using the yellow fluorescent protein (YFP) driven by the GAL1 promoter (PGAL1-YFP) as a reporter, we experimentally quantified its expression levels from single cells at two different time points and used these data for fitting, followed by model predictions without any fit parameters.
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OLS would yield a perfect in-sample prediction without any predictive value out of sample and would not allow drawing inferences on the weights of the SNPs, as they are nonunique.
We introduced proper selections of the periodic geometry and boundary conditions which enabled our unitcell model to yield consistent results on the property prediction without any size or edge effects.
This graphical presentation also shows that the Standing model describes the data with some minor scattering points around the (y = x) line while the proposed model is giving the best prediction without any scattering between the experimental data and the model's measured value.
The average accuracy of survival prediction without any knowledge of pre-existing conditions is 73.9%, rising to 75.8% when this knowledge is included.
The online service allows to easily run predictions, without installing any software, as well to share online datasets and models.
The online service allows running predictions without installing any software, as well sharing datasets and models between online users.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com