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The phrase "are based on simulating" is correct and usable in written English.
It can be used when discussing concepts, theories, or models that rely on simulation as a foundational element.
Example: "The results of the study are based on simulating various environmental conditions to predict future climate changes."
Alternatives: "are grounded in simulation" or "are derived from simulating".
Exact(2)
The main methods are based on simulating annealing [14], snake [12, 14] or direct search approaches [15].
Our efforts in this study are based on simulating a compartmental epidemic model using parameters estimated in the published literature that involve some degree of uncertainty, particularly with regard to the duration of asymptomatic infection and the effectiveness of antiviral treatment.
Similar(58)
All results in the previous sections are based on simulated data.
Most problems are based on simulated data from a known source model, which is important for evaluation purposes.
This validation confirms the appropriateness of the model both for the original dose selection process and for the secondary pharmacokinetic analyses in the HannaH study, which are based on simulated pharmacokinetic parameters.
This algorithm, named as the Polynya Signature Simulation Method (PSSM), is based on simulating microwave images of polynya events by convolving an assumed brightness temperature distribution with the satellite antenna pattern.
The second one is MCL (Supplementary Method 4), which is based on simulating random walks in a network (van Dongen et al., 2000).
Google's learning software is based on simulating groups of connected brain cells that communicate and influence one another.
The analysis is based on simulating the commercial conditions in the individual vessels combined with the physical characteristics of the catalyst determined in the laboratory.
The crowd dynamics model is based on simulating the global movement of each individual under the influence of the surrounding crowd.
Model is based on simulating varying resistance of the electric arc in time-domain while taking into account its stochastic behaviour.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com