3 papers
cs.AI2026
From Prompt to Graph: Comparing LLM-Based Information Extraction Strategies in Domain-Specific Ontology Development
Xuan Liu, Ziyu Li, Mu He +10
Ontologies are essential for structuring domain knowledge, improving accessibility, sharing, and reuse. However, traditional ontology construction relies on manual annotation and c…
nlin.AO2025
Directly Mapping Interacting Components to Complex Systems' Emergent Properties
Lina Yan, Jeffrey Huy Khong, Aleksandar Kostadinov +3
Emergent behavior in complex systems arises from nonlinear interactions among components, yet the intricate nature of self-organization often obscures the underlying causal relatio…
physics.bio-ph2025
A ubiquitous transfer function links interacting elements to emerging property of complex systems
Lina Yan, Jeffrey Huy Khong, Aleksandar Kostadinov +2
In the field of complex systems, self-organization magnifies the compounding effects of element interactions by propagating, modifying, and enhancing functionality, ultimately lead…