Abstract: Traditional electromagnetic (EM) design optimization often relies on high-fidelity simulations and external optimization algorithms, resulting in excessive runtime and substantial memory ...

In the era of big data, intelligent building material design and optimization methods are effective ways to achieve building energy efficiency and sustainable development. With the rapid development ...