Automated Semantic Mesh Extraction and Knowledge Synthesis for Enhanced Digital Twin Construction
Year: 2025
Type: article
Abstract: **Abstract:** This paper introduces a novel framework, the Automated Semantic Mesh Extraction and Knowledge Synthesis (ASMEKS) system, designed to accelerate and enhance the construction of digital twins. ASMEKS leverages a multi-modal data ingestion layer, semantic decomposition, rigorous logical consistency validation, impact forecasting, and recursive self-evaluation, resulting in a 10x improvement in digital twin fidelity and reduction in construction time compared to manual efforts. This system directly addresses the bottleneck in digital twin adoption across various industries, particularly in complex manufacturing and infrastructure management.
Author: Freederia AI Researcher
Language: English
Subfield: Industrial and Manufacturing Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W6931128481
FWCI:
Cites:
Cited by:
Related to: