Results 221 to 230 of about 3,902 (291)

Advancing operational global aerosol forecasting with machine learning. [PDF]

Nature
Gui K, Zhang X, Che H, Che H, Li L, Zheng Y, An L, Miao Y, Zhao H, Dubovik O, Holben B, Wang J, Gupta P, Lind ES, Toledano C, Wang H, Wang Z, Wang Y, Huang X, Dai K, Xia X, Xu X, Zhang X.   +22 more
europepmc   +1 more source

Defense Algorithm Based on Reinforcement Learning and Digital Twin for Distribution Protection Devices Adversarial Samples

Engineering Reports, Volume 8, Issue 6, June 2026.
Power system protection devices are vulnerable to adversarial samples. We propose a digital twin and reinforcement learning framework. It trains a virtual model within safe operational boundaries, reducing the false operation rate to below 3.5%. The model's inference delay is under 10 ms, meeting real‐time protection requirements.
Wei Zhang, Shuai Zhang, Song Wang, Zheran Zheng   +3 more
wiley   +1 more source

Reliable evaluation for the AI-enabled intrusion detection system from data perspective. [PDF]

PLoS One
Zhang HJ, Yang K, Ran P, He S, Chen J.
europepmc   +1 more source

A Trust‐Based Random Forest Approach for Detecting Blackhole Attacks in Vehicular Ad Hoc Networks

Engineering Reports, Volume 8, Issue 6, June 2026.
A multi‐metric trust framework combined with Random Forest learning detects and mitigates blackhole attacks in VANETs. By dynamically isolating malicious vehicles, the model sustains high packet delivery, low latency, and accurate intrusion detection under severe attack conditions.
Mohammed Al‐Shabi, Anmar Abuhamdah, Fawaz Alanazi, Asma A. Alahashmi, Fuad Alsarari, Abdulbasit A. Darem   +5 more
wiley   +1 more source

Transmission line faults detection and classification using new tripping characteristics based on statistical coherence for current measurements. [PDF]

Sci Rep
Mahmoud RA.
europepmc   +1 more source

Dynamic Search‐Based Cluster Head Selection Method for Resource Occupation Protection Switching in Optical Fiber Communication Networks

Engineering Reports, Volume 8, Issue 6, June 2026.
This paper proposes a dynamic search cluster head selection method for resource occupancy protection switching. By integrating multidimensional fitness functions, energy consumption models, and closed‐loop control mechanisms, and combining optimized dynamic search strategies, the optimal cluster head is selected.
Lei Peng, Yaya Wu, Jing Yuan, Haofeng Yuan, Junbo Li, Chenfeng Qi, Yahan Zhang   +6 more
wiley   +1 more source

An in depth investigation on device-to-device communication in heterogeneous networks: opportunities and challenges. [PDF]

MethodsX
Ali A, Zehra A, Nafees M, Amin MA.
europepmc   +1 more source

Real‐Time Data‐Driven Fault Diagnosis of Photovoltaic Arrays Using an Edge‐Server Machine‐Learning Framework

Energy Science &Engineering, Volume 14, Issue 6, Page 2961-2982, June 2026.
A real‐time, data‐driven framework detects and classifies photovoltaic array faults using edge sensing and server‐side machine learning. Ensemble tree models achieve near‐perfect accuracy with low latency, enabling practical, low‐cost deployment for reliable PV monitoring and intelligent maintenance.
Premkumar Manoharan, Sowmya Ravichandran, Deepak Kumar Sinha, Chandran Ramakrishnan, Omar Almomani   +4 more
wiley   +1 more source

Secure Cooperative Communications in 6G Networks: A Constrained Hierarchical Reinforcement Learning Framework with Hybrid Action Space. [PDF]

Entropy (Basel)
Tian X, Wang Z, Ni Y.
europepmc   +1 more source

Eucalyptus camaldulensis Extract Mediated Green Synthesis of Iron Oxide Nanoparticles and In Vitro and In Vivo Biological Screening, and Detailed Molecular Docking Analysis

Food Science &Nutrition, Volume 14, Issue 6, June 2026.
Eucalyptus camaldulensis extract mediated green synthesis of IONPs and In vitro and In vivo Biological Screening, and Detailed Molecular Docking Analysis. ABSTRACT Natural products and their secondary metabolites have long been known as good bioresources in the synthesis of nanomaterials.
Abdur Rauf, Arshad Iqbal, Shahkar Usama, Imran Ullah, Walaa F. Alsanie, Abdulhakeem S. Alamri, Zuneera Akram, Rahaf Ajaj, Naveed Muhammad, Zubair Ahmad, Jaseem Ahmad, Mohammed Mansour Quradha   +11 more
wiley   +1 more source