Your English writing platform
Discover LudwigSuggestions(2)
The phrase "are models based on" is correct and usable in written English.
It can be used when discussing the foundational principles or theories that inform the development of certain models in various fields, such as science, economics, or technology.
Example: "The predictions made by these simulations are models based on historical climate data."
Alternatives: "are models derived from" or "are models grounded in".
Exact(4)
For example, there are models based on non-proprietary and/or proprietary information specific to assessing potential rodent carcinogenicity, in silico screens for ICH genetic toxicity assays, reproductive and developmental toxicity, theoretical prediction of human drug metabolism, mechanisms of action for pharmaceuticals, and newer models for predicting human adverse effects.
The first kind are problems whose solutions are models based on traditional chemical rate equations like unimolecular mass action and Michaelis Menten's kinetics.
The final OPLS-DA loadings column plots in the result section are models based on X-variables with variable influence of projection (VIP values) values ≥ 0.8, ≥ 0.9 or ≥ 1.0 (described in the figure legends).
For instance, the formulas used to calculate calories burned are models based on the results of precisely measuring many people's caloric activity, so they can accurately model the calories burned on average for large numbers of people, but may not perfectly fit you.
Similar(56)
Fluid flow and deformation of the tissue (scaffold) are modeled based on biphasic mixture theory.
The electromechanical characteristics of such actuators are modeled based on equilibrium pressure equation.
The Single Event Upsets are modeled based on typical shapes detected from some missions.
First, city-wide mobility patterns are modeled based on GPS trajectories.
The language model subgroups are modeling based on the multiple training subsets.
For comparison, both the preemptive and the NP mechanisms are modeled based on the Markov process.
The three entrepreneurial competencies' clusters are modeled based on their related KECs.
Write better and faster with AI suggestions while staying true to your unique style.
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com