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Bead profile control consistency on ER316L stainless steel weld piece Edge-excluded

0.13Avg Height Std Dev (mm)RNN-Adaptive
0.12640.15070.1750.1993May 27, 2026

Evaluation results

MethodLinks
RNN-Adaptiveadaptive fine-tuning=true2026.050.130.16
Log-log2026.050.180.38
RNNadaptive fine-tuning=false2026.050.180.16
Baseline2026.050.220.13