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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

E. T. Neil

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2 papers indexed here

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Preprint Aug 2026

Renormalization-guided cascade upscaling for lattice field generation

We introduce a renormalization-group (RG) guided machine-learning algorithm for lattice field generation based on approximate inversion of an RG transformation. A ``perfect blocking''construction supplies equilibrated long-distance modes, while a conditional normalizing flow reconstructs short-distance details and brie...

A. Hasenfratz, E. T. Neil, L. Parato et al. · 1 citation
Preprint Aug 2026

Renormalization-guided inverse blocking for lattice field generation: construction and validation

An algorithm for generating lattice field configurations based on the approximate inversion of a renormalization-group blocking transformation using a ``perfect blocking''condition so that the blocked lattice distribution is well approximated by a simple coarse action.

A. Hasenfratz, E. T. Neil, L. Parato et al. · 2 citations

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