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Recent advances and applications of surrogate models for finite element method computations: a review
J Kudela, R Matousek - Soft Computing, 2022 - Springer
The utilization of surrogate models to approximate complex systems has recently gained
increased popularity. Because of their capability to deal with black-box problems and lower …
increased popularity. Because of their capability to deal with black-box problems and lower …
[HTML][HTML] Robust design optimization and emerging technologies for electrical machines: Challenges and open problems
The bio-inspired algorithms are novel, modern, and efficient tools for the design of electrical
machines. However, from the mathematical point of view, these problems belong to the most …
machines. However, from the mathematical point of view, these problems belong to the most …
SMT 2.0: A Surrogate Modeling Toolbox with a focus on hierarchical and mixed variables Gaussian processes
Abstract The Surrogate Modeling Toolbox (SMT) is an open-source Python package that
offers a collection of surrogate modeling methods, sampling techniques, and a set of sample …
offers a collection of surrogate modeling methods, sampling techniques, and a set of sample …
A review of synchronous reluctance motor-drive advancements
Recent studies show that synchronous reluctance motors (SynRMs) present promising
technologies. As a result, research on trending SynRMs drive systems has expanded. This …
technologies. As a result, research on trending SynRMs drive systems has expanded. This …
[HTML][HTML] PD-type iterative learning control for uncertain spatially interconnected systems
This paper puts forward a PD-type iterative learning control algorithm for a class of discrete
spatially interconnected systems with unstructured uncertainty. By lifting and changing the …
spatially interconnected systems with unstructured uncertainty. By lifting and changing the …
Implementation of digital twins for electrical energy conversion systems in selected case studies
Reference implementation of Digital Twins for electrical energy conversion systems is an
important and open question in the industrial domain. Digital Twins can predict the future …
important and open question in the industrial domain. Digital Twins can predict the future …
High-dimensional mixed-categorical Gaussian processes with application to multidisciplinary design optimization for a green aircraft
Recently, there has been a growing interest in mixed-categorical metamodels based on
Gaussian Process (GP) for Bayesian optimization. In this context, different approaches can …
Gaussian Process (GP) for Bayesian optimization. In this context, different approaches can …
Performance comparison of quantized control synthesis methods of antenna arrays
There is a great potential in small satellite technology for testing new sensors, processes,
and technologies for space applications. Antennas need careful design when develo** a …
and technologies for space applications. Antennas need careful design when develo** a …
Geometry optimization by fem simulation of the automatic changing gear
Electro-mechanic devices for the automatic changing of gear were tested by company using
the same accelerated life testing procedures in different stages of the product development …
the same accelerated life testing procedures in different stages of the product development …
Optimization of a 3D-printed permanent magnet coupling using genetic algorithm and Taguchi method
In recent decades, the genetic algorithm (GA) has been extensively used in the design
optimization of electromagnetic devices. Despite the great merits possessed by the GA, its …
optimization of electromagnetic devices. Despite the great merits possessed by the GA, its …