Hyperbolic Semantic Networks: Julia/Rust Implementation

Zenodo (CERN European Organization for Nuclear Research) 2026 Open access

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Authors: Agourakis, Demetrios C.
DOI: 10.5281/zenodo.17531773
Cited by: 0

Abstract

High-performance implementation of Ollivier-Ricci curvature analysis for semantic networks, enabling identification of hyperbolic geometry boundary conditions. This implementation provides 10-100x performance improvements over Python through Julia/Rust FFI integration. Validated against Q1 SOTA literature (Ollivier 2009, Ni et al. 2015, 2019).

Fields of Study & Subjects

Morphological variations and asymmetry Action Observation and Synchronization Neurobiology of Language and Bilingualism

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
28 January 2026
Language
EN