Results 121 to 130 of about 1,812,344 (297)

On AI Verification in Open RAN

Open RAN introduces a flexible, cloud-based architecture for the Radio Access Network (RAN), enabling Artificial Intelligence (AI)/Machine Learning (ML)-driven automation across heterogeneous, multi-vendor deployments. While EXplainable Artificial Intelligence (XAI) helps mitigate the opacity of AI models, explainability alone does not guarantee ...
Soundrarajan, Rahul, Fiandrino, Claudio, Polese, Michele, D'Oro, Salvatore, Bonati, Leonardo, Melodia, Tommaso   +5 more
openaire   +2 more sources

Exon 7 splicing of ERα predicts poor prognosis and increases phenotypic heterogeneity in luminal a subtype breast cancer

FEBS Open Bio, EarlyView.
ERα splice variant ERα∆7 lacks the C‐terminus, and its expression may change phenotypes of breast cancers. Our results showed that ERα∆7 is found in the luminal A subtype, and elevated ERα∆7 levels are linked to improved cell survival with lower proliferation and migration.
Long Wai Tsui, Taobo Hu, Thomson Christian Husein, Wai Hei Shek, Bingrong Chen, Depeng Wang, Shu Wang, Weichuan Yu, Xiaodan Fan, Mengping Long, Toyotaka Ishibashi   +10 more
wiley   +1 more source

AI/ML Enabled Automation System for Software Defined Disaggregated Open Radio Access Networks: Transforming Telecommunication Business

Big Data Mining and Analytics
Open Air Interface (OAI) alliance recently introduced a new disaggregated Open Radio Access Networks (O-RAN) framework for next generation telecommunications and networks. This disaggregated architecture is open, automated, software defined, virtual, and
Sunil Kumar
doaj   +1 more source

Flexible Association and Placement for Open-RAN

IEEE INFOCOM 2024 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)
In modern Open RAN architectures, the classic gNB radio protocol stack is disaggregated and implemented in different virtualized components, the Centralized Unit (CU), the Distributed Unit (DU), and the Radio Unit (RU). Each of these units is deployed throughout the cloud-enabled RAN infrastructure in order to achieve users' required Quality of Service
Hojeij, Hiba, Iecker, Guilherme, Sharara, Mahdi, Hoteit, Sahar, Vèque, Véronique, Secci, Stefano   +5 more
openaire   +2 more sources

Critical appreciative processes as a methodology for studying the production of consciousness [PDF]

Appreciative Inquiry (AI) was developed as an approach to organization development that involves groups of people in discovering the 'best of what is' to drive social change.
Duncan, Graham, Ridley-Duff, Rory
core  

Analysing the significance of small conformational changes and low occupancy states in serial crystallographic data

FEBS Open Bio, EarlyView.
This protocol paper outlines methods to establish the success of a time‐resolved serial crystallographic experiment, by means of statistical analysis of timepoint data in reciprocal space and models in real space. We show how to amplify the signal from excited states to visualise structural changes in successful experiments.
Jake Hill, Yelyzaveta Pulnova, Elke De Zitter, Helen M. Ginn, Briony A. Yorke   +4 more
wiley   +1 more source

Deep Learning for Intelligent and Automated Network Slicing in 5G Open RAN (ORAN) Deployment

IEEE Open Journal of the Communications Society
5G and beyond networks are considered a catalyst for emerging IoT applications and services by providing ultra-reliable connectivity and massive connections to billions of IoT sensors and devices.
Shu-Ping Yeh, Sonia Bhattacharya, Rashika Sharma, Hassnaa Moustafa   +3 more
doaj   +1 more source

The convertible engine: A dual-mode propulsion system [PDF]

A variable inlet guide vane (VIGV) convertible engine that could be used to power future high-speed rotorcraft was tested on an outdoor stand. The engine ran stably and smoothly in the turbofan, turboshaft, and dual (combined fan and shaft) power modes ...
Mcardle, Jack G.
core   +1 more source

YlmG1 is localized exclusively to the chloroplast envelope membrane and is involved in preprotein translocation in Arabidopsis thaliana

FEBS Open Bio, EarlyView.
Cytosolically synthesized chloroplast preproteins are translocated across the outer and inner envelope membranes through translocons called TOC and TIC, respectively. In green algae and plants, the TIC core is composed of essential membrane proteins, Tic12, Tic20, and Tic214.
Mengyi Li, Xueyang Zhao, Masato Nakai
wiley   +1 more source

AI-RAN: The pathway to future wireless networks

Journal of Information and Intelligence
With the rapid advancement of Artificial Intelligence (AI), the Radio Access Network (RAN) is poised to undergo a transformative evolution toward the convergence of AI and RAN functionalities, referred to as the AI-RAN paradigm.
Chenyuan Feng, Howard H. Yang, Kun Guo, Wenchao Xia, Chenxi Liu, Tony Q.S. Quek   +5 more
doaj   +1 more source