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nucl-th 1

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Criticality analysis of nuclear binding energy neural networks

nucl-th · 2025-08-01 · conditional · novelty 5.0

On a two-input nuclear binding energy network, the paper validates ANNFT predictions for variance, kurtosis, and an optimal depth-to-width ratio r*=0.034 under SGD, while adaptive optimizers obscure criticality.

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  • Criticality analysis of nuclear binding energy neural networks nucl-th · 2025-08-01 · conditional · none · ref 3

    On a two-input nuclear binding energy network, the paper validates ANNFT predictions for variance, kurtosis, and an optimal depth-to-width ratio r*=0.034 under SGD, while adaptive optimizers obscure criticality.