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Surrogate-based optimization on Multiple initialization scenarios

2Initial Prediction ErrorDeep Learning–Accelerated Surrogate Optimization
1.91.9522.05Apr 1, 2026

Evaluation results

MethodLinks
Deep Learning–Accelerated Surrogate OptimizationProblematic cases=X1, X2, X6, Key limitation=Errors increase near training boundaries2026.04255—1,000