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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

M. D. Jiménez

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Preprint Jul 2026

Performance of Krotov, PRONTO and PINN for optimal control of quantum gates

This work proposes an enhanced PINN scheme for quantum optimal control (PINNQOC) that circumvents limitations by incorporating Fourier feature embeddings, dynamic epoch normalization, and an informed pre-training routine, and provides a comprehensive analysis of computational times, iteration efficiency, and mean leakage.

M. D. Jiménez, M. D. Forlevesi, E. D. de Lima et al. · 0 citations

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