OpenTwin is a digital twin system for O-RAN that uses XGBoost and time-aware RLS to achieve up to 96% KPM fidelity and safe closed-loop control without live-network disruption.
arXiv preprint arXiv:2410.18002 , year=
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2representative citing papers
LoRA continued pretraining on a small U.S. transportation corpus lifts BLEU-4 and ROUGE for Qwen2.5-7B and LLaMA-3.1-8B far above the other four models tested.
citing papers explorer
-
OpenTwin: Digital Twin Driven Closed Loop KPM Inference and Control for Open RAN
OpenTwin is a digital twin system for O-RAN that uses XGBoost and time-aware RLS to achieve up to 96% KPM fidelity and safe closed-loop control without live-network disruption.
-
Customized Generative AI Agent for Transportation Engineering Practice: A Development and Continued Pre-training Guideline
LoRA continued pretraining on a small U.S. transportation corpus lifts BLEU-4 and ROUGE for Qwen2.5-7B and LLaMA-3.1-8B far above the other four models tested.