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The model was validated with additional random 8 conditions within the range of the experimental domain.
This set of parameters was validated with additional and repeated tests on both Verneuil and Kyropouloas sapphire.
Further, the model was validated with additional experiments, which showed that NO significantly promoted desorption of NOx from Pt/BaO/Al2O3.
The GEP formulations are also validated with additional experimental data other than the data used in training and testing sets of the GEP models.
The GEP-based formulations are also validated with additional 173 data of experimental results other than the data used in training and testing sets of the GEP-based formulations.
However, our reported changes of trastuzumab mediated differential gene expression in cardiomyocytes were validated with additional ERBB2 targeted compounds and we also observed considerable overlap in ERBB2-overexpressing cancer cell lines which we interpret as strong evidence that ERBB2 inhibition is responsible for our reported changes in gene expression.
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All prediction methods are likely to benefit from the fact that new miRNAs are now continuously discovered and validated-with additional positive examples, prediction methods can be better trained.
The model was further validated with an additional dataset of 7 experiments not used during the training21.
Model predictions using a quadratic surface for water content and % charred pieces were validated with an additional experiment.
The kinetic parameters obtained through optimization, validated with an additional respirometric test, were kmax = 1.02 mg PNP mg−1 COD d−1, Ks = 1.6 mg PNP L−1 and Ki = 54 mg PNP L−1.
The model was subsequently validated with 91 additional plots from dry forests in Azuero, older secondary forests in Gigante, mature wet forests at Sherman, and mangrove forests in Colon together with LiDAR data from 2012, yielding an adjusted R2 = 0.92 and a RMSE (predicted versus observed) = 10.6 Mg C ha-1 (plot details in Additional file 1: Table S1).
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