This paper presents a novel inverse design approach combining Convolutional Neural Networks (CNN) and Genetic Algorithm for metasurfaces. This method leverages CNN's advantages in feature extraction ...

OpenAlpha_Evolve is an open-source Python framework inspired by the groundbreaking research on autonomous coding agents like DeepMind's AlphaEvolve.

Implementation of metaheuristic optimization methods in Python for scientific, industrial, and educational scenarios. Experiments can be executed in parallel or in a distributed fashion. Experimental ...