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Quantum-inspired stochastic geometric hyperstate optimization for explainable deep neural learning under nonlinear manifold dynamics

Irsa Sajjad, Osama Abdulaziz Alamri, Maria Malik, Marwan H. Alhelali

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Source: Crossref

Published: Jan 1, 2026

DOI: 10.3934/math.2026986

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Quantum-inspired stochastic geometric hyperstate optimization for explainable deep neural learning under nonlinear manifold dynamics — Mathematical Frontier Network