An Efficient and General Automated Power Amplifier Design Method Based on Surrogate Model Assisted Hybrid Optimization Technique - Liu, Bo; Xue, Liyuan; Fan, Haijun; Ding, Yuan; Imran, Muhammad; Wu, Tao (IEEE transactions on microwave theory and techniques, 2025)
Keywords: Algorithms; Amplifier design; Bayes methods; Bayesian neural network (BNN); Computational modeling; Computer simulation; Data models; Design optimization; Doherty power amplifier (PA); evolutionary algorithm; Layouts; Machine learning; Neural networks; Optimization; Power amplifiers; Prediction algorithms; Predictive models; Semiconductor device modeling; surrogate modeling; Topology; Uncertainty; wideband