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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

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Filippo Ruffini

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#artificial intelligence Preprint Sep 2026

Source Anchoring for Physical Consistency in Flow Matching Models

This work proposes Source Anchoring for Physical Consistency (SAPC), a Functional Flow Matching method that encodes the physical constraints into the source noise before generation begins, and identifies the source distribution as a key design choice for physically consistent generative modelling.

G. Romoli, Filippo Ruffini, P. Soda · 0 citations

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