The phrase "and validated based on" is correct and usable in written English.
It can be used when discussing the process of confirming or verifying something according to specific criteria or standards.
Example: "The results of the experiment were analyzed and validated based on the established protocols."
Alternatives: "and confirmed according to" or "and verified based on".
The model is first calibrated and validated based on the available experimental data in the extant literature.
A simplified form of the general model is proposed, and validated based on the compression behaviour of metal-rich clays with various metal concentrations in the pore liquid.
In this work, the RA has been extended, and validated based on a realised architecture in a business case.
The paper is organized as follows: after an overview of the state of the art in "GNSS meteorology: state of the art" section and the introduction of the Bevis equations in "GNSS meteorology: Bevis equations" section, the G4M procedure is described, applied, and validated based on an area at the French Italian border in "The innovative G4M procedure" section.
The ANFIS-based simulation models are trained and validated based on experimental results of a physical DLPW breakwater.
Firstly, the TAVT model is built and validated based on well-designed subjective experiments, and then the proposed TAVT-based stereoscopic video encoder was developed.
New primers were designed using the 'Probe Design Tool' of the ARB Software package (http://www.arb-home.de/) [ 13], or Primrose [ 14] using default options, and further validated based on BLAST search (NCBI).
The final PopPK model was extensively evaluated with multiple internal model validations, including goodness‐of‐fit diagnostics, prediction‐corrected visual predictive checks (pcVPC), 21 nonparametric bootstrap, 22, 23 shrinkage, 24 and sensitivity analysis, and was further validated based on an external dataset.
The approach was cross-dataset validated, based on the LIVE for training and model selection and on the TID2008 for evaluating the generalization performance of the framework.
The method proposed is validated based on a visual inspection campaign, performed in 85 buildings and 146 claddings located in Portugal, with a total area of 43,991.6 m2.
These relationships are validated based on a complete set of anatomical data of the entire coronary arterial tree down to the capillaries and a steady-state flow analysis.
