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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

Gerhard Jung

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2 papers indexed here

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Preprint Sep 2026

Multiscale Entropies as Order Parameters for Nonequilibrium Phase Transitions

We develop a multiscale entropy framework based on the wavelet conditional renormalization group that decomposes the total Shannon entropy into contributions from different spatial scales. Generative modeling enables accurate estimation of these entropies from configurations or snapshots, even in nonequilibrium systems...

Gerhard Jung, Misaki Ozawa · 0 citations
Preprint Sep 2026

Collective adaptation to time-dependent targets for active Brownian particles

We consider a minimal model of active agents which collectively learn to reach a target macroscopic state via a decentralized adaptation process. Agents are modeled as active Brownian particles which randomly reorient to a given direction through tumbling events. An average target state is encoded into a reward functio...

Gerhard Jung, Eric Bertin · 0 citations

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