Following the establishment of these models, we apply them to all non-centrosymmetric materials within the OQMD database. Through this comprehensive screening process(figure ), we identify potential candidates for high-performance NLO materials based on criteria such as high refractive index, bandgap, and hardness values. Unsurprisingly, our efforts produce several materials that have already been confirmed as effective NLO substances, highlighting the effectiveness of our approach.