The paper applies known QDPSO and ML surrogate methods to a loop-loaded slot antenna and claims a 240x speedup, but the speed and accuracy numbers do not hold up under their own data.
Slot Antenna Miniaturization Us- ing Slit, Strip, and Loop Loading Techniques,
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Data-Driven Antenna Miniaturization: A Knowledge-Based System Integrating Quantum PSO and Predictive Machine Learning Models
The paper applies known QDPSO and ML surrogate methods to a loop-loaded slot antenna and claims a 240x speedup, but the speed and accuracy numbers do not hold up under their own data.