Sentence examples for data based model from inspiring English sources
An Experimental Data Based model coupled the MC simulation with experimental grain growth data.
The time responses were evaluated via proposed experimental data based model.
This model is an expert knowledge and data based model which has the benefits of Artificial Neural Networks (ANN) and Fuzzy Inference Systems (FIS).
These analyses, using the raw data based model, showed that the modelling had picked up not only the fundamental domain rules governing concrete strength, but also some well-known second order effects.
Our algorithm's performance is stable, but the AUCs of the public data based model grow quickly with increased sample size.
Consider if the model should be prespecified or if data based model development/selection is more appropriate.
The investigated tools combine modelling based on first engineering principles and data based modelling into a modelling cycle that facilitates use of statistical methods with the aim of synthesizing more reliable models for prediction in a systematic way.
Illustrative examples demonstrate their applicability, showing that the final major hurdle in data based modelling has almost been removed.
The APHRODITE data show relatively high ability in modelling hydrological responses while the WFD data based models give large error in simulating the discharge.
In this study, two different ANN models are employed and compared with each other using novel MODIS satellite snow covered area products as an alternative input into climatic data based models.
