PRORL: Proactive Resource Orchestrator for Open RANs using Deep Reinforcement Learning

Quantum-Assisted Digital Twin for Closed-Loop Secure and Adaptive ISAC in 6G Open RAN

A comprehensive O-RAN research library enabling AI-driven RAN intelligence with DRL-based xApps, closed-loop control, and multi-slice resource optimization.

C++ wireless edge lab for LTE, 5G NR, Wi-Fi, and 6G research observability across RAN scheduling, bare-metal ops, and platform telemetry

5G Open_RAN, O-RAN

SHIELD-RIC: a provably safe agentic Open RAN intelligent controller in which an LLM proposes cross-layer recovery actions and a deterministic safety shield filters every candidate.

A1gent on NIST ns-3 O-RAN for deterministic and auditable intent-driven radio control.

The O-RAN Security Test Case Generator is a cutting-edge AI-powered platform designed to revolutionize security testing and threat analysis for Open Radio Access Networks (O-RAN). This comprehensive tool combines advanced machine learning, deep learning, and artificial intelligence techniques to provide automated security analysis and comprehensive

Source code for Oranits: mission assignment and task offloading in Open RAN-based intelligent transportation systems using metaheuristic optimization and deep reinforcement learning.

Real-time AI based anomaly detection & L2 MACsec control loop on legacy infra without GPUs. Powered by CXL 3.1, DPDK SmartNICs, and Ultra Ethernet.

TelecomAudit (CIKM 2026): origin-aware benchmark auditing & calibration for 5G/Open RAN anomaly detection — exposes the synthetic→controlled-real transfer gap and repairs it with a small calibration budget.

The objective of this Master's Thesis is to analytically and experimentally compare different open-source NG-RAN implementations and develop a tool to automatically generate gNB configuration files from a unified input, simplifying 5G deployments

Rakuten Mobile — Japanese carrier + Symphony cloud-native 5G platform

Rakuten Symphony Co-Marketing

KPI-Aware Multimodal Anomaly Detection for 5G and Open RAN Telemetry

Reproducibility artifact for Q-ROC: certificate-bound coherent-order auditing for policy-gated multi-xApp control in Open 6G RAN.