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Using Surrogate Models in the Construction of a Pareto-Optimal Positioning Electropneumatic Actuator with Discrete Pneumatic Valves

open access: yesAdvanced Engineering Research
Introduction. Pneumatic actuators are widely used in industry due to their reliability, simplicity of design, and ability to operate under complex conditions. However, when solving positioning problems, the use of traditional proportional valves is often
M. O. Sheykin   +3 more
doaj   +1 more source

Efficient Ventricular Parameter Estimation Using AI-Surrogate Models. [PDF]

open access: yesFront Physiol, 2021
Maso Talou GD   +2 more
europepmc   +1 more source

Models for Surrogative Stimulation

open access: yesErkenntnis
Abstract Occasionally, in science, models are used to stimulate other systems rather than to perform surrogative reasoning. More specifically, in what is called surrogative stimulation, a model is used to stimulate a focal system in order to learn how it would respond to the system represented by the model.
openaire   +1 more source

Dose-response functions and surrogate models for exploring social contagion in the Copenhagen Networks Study. [PDF]

open access: yesEur Phys J Spec Top, 2021
Donges JF   +6 more
europepmc   +1 more source

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