Results 191 to 200 of about 1,182,394 (227)
Inverse Design of Pre‐Strain via a Predictive Electromechanical Model for Enhanced Strain Sensing
Advanced Science, EarlyView.An analytical electromechanical model rooted in microcrack evolution mechanics is globally calibrated from only eight pre‐strain datasets, enabling prediction of the complete sensing response at untested pre‐strain values within the calibrated design space (R2 > 0.99).
Jia‐Chen Shang +10 more
wiley +1 more source
Advanced Science, EarlyView.A multimodal fusion framework integrating sequence, atomic, and fragment representations captures drug–target interactions across multiple scales. The model delivers strong predictive performance and enables efficient virtual screening. Applied to hematopoietic progenitor kinase 1 (HPK1), it identifies structurally diverse inhibitors with nanomolar ...
Shuo Liu +7 more
wiley +1 more source
DERRIC: Decentralized Reinforced RAN Intelligent Controller Orchestration for 6G Networks
2025 IEEE Wireless Communications and Networking Conference (WCNC)Open-Radio Access Network (O-RAN) facilitates the scalability of cellular networks by introducing a RAN Intelligent Controller (RIC) component whose functions can be flexibly distributed over large-scale 6G networks. Artificial Intelligence (AI) is effective in optimizing RIC placement in 6G O-RAN, mitigating the limited adaptability of non-data-driven
Torsten Braun
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Power-Efficient RAN Intelligent Controllers Through Optimized KPI Monitoring [PDF]
2025 IEEE Wireless Communications and Networking Conference (WCNC)Accepted for publication and presentation at IEEE WCNC ...
Konstantinos Nikitopoulos
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ML-Based Handover Prediction Over a Real O-RAN Deployment Using RAN Intelligent Controller [PDF]
IEEE Transactions on Network and Service ManagementO-RAN introduces intelligent and flexible network control in all parts of the network. The use of controllers with open interfaces allow us to gather real time network measurements and make intelligent/informed decision. The work in this paper focuses on developing a use-case for open and reconfigurable networks to investigate the possibility to ...
Marco Ruffini, Merim Dzaferagic
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RIC: A RAN Intelligent Controller Platform for AI-Enabled Cellular Networks
IEEE Internet Computing, 2021With the emergence of 5G, network densification, and richer and more demanding applications, the radio access network (RAN)—a key component of the cellular network infrastructure—will become increasingly complex. To tackle this complexity, it is critical for the RAN to be able to automate the process of deploying, optimizing, and operating while ...
Chengwei Wang +2 more
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An Approach to Designing Intelligent RAN Controller Services
2023 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), 2023Ivaylo Atanasov
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Challenges for Conflict Mitigation in O-RAN’s RAN Intelligent Controllers
2023 International Conference on Software, Telecommunications and Computer Networks (SoftCOM), 2023 The O-RAN architecture enables a more flexible and dynamic radio access network (RAN) control by separating hardware and software components. However, the distributed nature of the O-RAN architecture also presents several challenges for mitigating network control conflicts that can arise between different network elements.
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On Robust Optimal Joint Deployment and Assignment of RAN Intelligent Controllers in O-RANs
IEEE Open Journal of the Communications SocietyThe open radio access network (O-RAN) architecture is consolidating the concept of software-defined cellular networks beyond 5G networks, mainly through the introduction of the near-real-time radio access network (RAN) intelligent controller (Near-RT RIC) and the xApps.
Kléber Vieira Cardoso +2 more
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