The phrase "and modelling based on" is correct and usable in written English.
It can be used when discussing methods or approaches that involve creating representations or simulations derived from certain data or principles.
Example: "The research focuses on data analysis and modelling based on the latest trends in consumer behavior."
Alternatives: "and simulation derived from" or "and representation grounded in".
North of the Alps the earliest extant manifestation of this new interest in perspective and modelling, based on Italian models, occurs in the chancel windows (1325 30) of the Habsburg expiatory church at Königsfelden, near Brugg, Switzerland.
They also got a preview of some as-yet-unpublished research concerning flu surveillance and modelling, based on the two controversial studies, which Dr Keim says altered the balance in favour of making the work public in its entirety.
Hence, integrated approaches combining experiments and modelling based on field investigations were applied to investigate watershed soil erosion characteristics and the dynamics of water movement through soils.
Similarly, [ 40] recently showed that is possible to predict the absolute fluxes (estimated by 13C-MFA) and the direction and magnitude of the changes caused by stress conditions using constraint-based modelling based on flux minimization in central carbon metabolism of Arabidopsis thaliana.
This paper therefore presents a 'recipe-based' approach to modelling based on ontologies with capability to rapidly define and select resource systems meeting product and process requirements.
These models were generated by comparative modelling based on the structure of hPAP and were validated by established structure validity criteria.
The resulting tables of profile data were modelled by multivariate "soft modelling" based on reduced-rank Partial Least Squares (PLS) regression [ 10- 12].
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.
We chose the differentiation pathway towards erythroid cells for further investigation because (i) the pathway is well characterized at the experimental level; (ii) it has been the subject of modelling approaches based on simple two-gene interactions (Chickarmane et al., 2009; Roeder and Glauche, 2006); and (iii) it connects two stable states in our modelling based on our 11 gene network.
The results are in very good agreement with an equivalent single layer analytical modelling based on wave propagation analysis (model of Guyader).
Smits et al. used 14 variables for their modelling based on expert opinion and previous studies.
