Liangshuo Zhao

Data-efficient design of DOPO/rare-earth flame-retardant epoxy resins for carbon fiber composites

To address the challenges of data sparsity and model generalization in small-sample material optimization for flame-retardant resin matrices in composites, this study proposes a “parameterization-visualization” dual-driven strategy. This approach establishes an efficient, standar...