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Generating CKM Using Others\u27 Data: Cross-AP CKM Inference with Deep Learning

open access: yes
Channel knowledge map (CKM) is a promising paradigm shift towards environment-aware communication and sensing by providing location-specific prior channel knowledge before real-time communication. Although CKM is particularly appealing for dense networks
Zeng, Yong   +3 more
core   +1 more source

Flavor Mixing from Computational Topology: A Parameter-Free Derivation of CKM and PMNS Matrices

open access: yes
We present a topological derivation of quark and lepton flavor mixing from the Unified Informational Theory (UIT), a framework in which elementary particles correspond to stable topological cycles in a universal computational substrate.Using only winding numbers, geometric suppression factors, and gauge quantum numbers, we reproduce the CKM matrix with
openaire   +2 more sources

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