fig2

Symbolic regression accelerates the discovery of quantitative relationships in rubber material aging

Figure 2. The performance of three SR methods, namely E2E, DSO, and uDSR, on six datasets. (A) R2, (B) $$ \frac{1}{1+exp(-Z_{score}(NED))} $$. For both of the indicators, a larger value indicates a superior performance. SR: Symbolic regression; E2E: end-to-end symbolic regression; DSO: deep symbolic optimization; uDSR: unified deep symbolic regression; R2: coefficient of determination; NED: normalized edit distance.

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