LLM-Enhanced Digital Twin Framework in Optical Networks
We propose an LLM-enhanced DT framework for optical networks, integrating intent parsing, real-time telemetry, auto-simulation and closed-loop optimisation. Two use cases deliver autonomous QoT-aware provisioning, fast decisions and self-improving reasoning, advancing AI-native, policy-compliant network operation.
Authors
- Sen Shen (ORCID: https://orcid.org/0000-0001-6418-8071)
- Yiran Teng (ORCID: https://orcid.org/0009-0003-3740-691X)
- Ali Mehrpooya (ORCID: https://orcid.org/0000-0002-1990-4187)
- Shuangyi Yan
- Wanxin Zhao
- Vaigai Yokar
- Dimitra Simeonidou
- Haiyuan Li
Publication Details
- Journal
- Explore Bristol Research
- Published
- 2025-12-22
- Primary Topic
- Advanced Optical Network Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.00