Figure3

Crystal structure prediction using neural network potential and age-fitness Pareto genetic algorithm

Figure 3. Performance metric comparison of different CSP algorithms evaluated over the sample benchmark crystals. The metric values of ParetoCSP with M3GNet are much smaller (better) than those of other baseline algorithms, which quantitatively shows its superiority. In most cases, GN-OA with MEGNet's metric values is the highest (worst) which is aligned with the observation that it demonstrated the poorest performance among all CSP algorithms.

Journal of Materials Informatics
ISSN 2770-372X (Online)
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