Artificial Intelligence Applications in High-Frequency Magnetic Components Design for Power Electronics Systems: An Overview
This article provides an overview of how artificial intelligence (AI) is applied in designing
high-frequency magnetic components, primarily high-frequency inductors and transformers …
high-frequency magnetic components, primarily high-frequency inductors and transformers …
Synthesis of integrated passive components for high-frequency RF ICs based on evolutionary computation and machine learning techniques
B Liu, D Zhao, P Reynaert… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
State-of-the-art synthesis methods for microwave passive components suffer from the
following drawbacks. They either have good efficiency but highly depend on the accuracy of …
following drawbacks. They either have good efficiency but highly depend on the accuracy of …
A synthesis-analysis machine with self-inspection mechanism for automatic design of on-chip inductors based on artificial neural networks
Z Wang, F Yan, S Ma, T Yang, H Shao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
An automatic inductor design process is helpful to reduce the design cycle of radio
frequency (RF) integrated circuit (IC). This paper proposed an efficient synthesis-analysis …
frequency (RF) integrated circuit (IC). This paper proposed an efficient synthesis-analysis …
Global optimization of integrated transformers for high frequency microwave circuits using a Gaussian process based surrogate model
Design and optimization of microwave passive components is one of the most critical
problems for RF IC designers. However, the state-of-the-art methods either have good …
problems for RF IC designers. However, the state-of-the-art methods either have good …
Microwave integrated circuits design with relational induction neural network
J Liu, ZX Chen, WH Dong, X Wang, J Shi… - arXiv preprint arXiv …, 2019 - arxiv.org
The automation design of microwave integrated circuits (MWIC) has long been viewed as a
fundamental challenge for artificial intelligence owing to its larger solution space and …
fundamental challenge for artificial intelligence owing to its larger solution space and …
Multi-Objective Optimal Design of a DC Inductor Using Particle Swarm Optimization Techniques
This paper presents an advanced design methodology for DC inductors used in buck
converters, utilizing Particle Swarm Optimization to address multi-objective optimization …
converters, utilizing Particle Swarm Optimization to address multi-objective optimization …
Synthesis Approach for RF On-chip Spiral Inductors Based on Improved PSO-BP Network
C Xue, Y Wu, C Zhao, H Liu, Y Yu… - … on Microwave and …, 2022 - ieeexplore.ieee.org
In this paper, an inductor synthesis approach is presented to assist the design of specific
spiral inductors. The layout space with certain constraints of inductors is explored by …
spiral inductors. The layout space with certain constraints of inductors is explored by …
A VLSI switch architecture for broadband satellite networks
In this paper, an ATM switch architecture is proposed for satellite on-board processing. The
switch is based on a shared memory architecture for the switching fabric and a circular …
switch is based on a shared memory architecture for the switching fabric and a circular …
Electromagnetic design automation: Surrogate model assisted evolutionary algorithm
B Liu, G Gielen, FV Fernández, B Liu, G Gielen… - Automated Design of …, 2014 - Springer
Electromagnetic Design Automation: Surrogate Model Assisted Evolutionary Algorithm |
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Passive Components Synthesis at High Frequencies: Handling Prediction Uncertainty
B Liu, G Gielen, FV Fernández, B Liu, G Gielen… - Automated Design of …, 2014 - Springer
Chapter 8 introduces the fundamentals of surrogate model assisted evolutionary algorithms
that are applied to high-frequency integrated passive component synthesis. Three popular …
that are applied to high-frequency integrated passive component synthesis. Three popular …