graph neural networks

#graph neural networks Oct 2026

Identity-embedded graph neural networks for node-level cost performance index prediction in electrical construction tasks

Fatemeh Mostofi, Guangyin Jin, V. Togan et al. · Automation in Construction · 0 citations

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#graph neural networks Open access Oct 2026

UST-GNN: A unified spatial-topological graph neural network framework for urban analytics demonstrated through a case study on urban health prediction

Minwei Zhao, S. Šćepanović, Stephen Law et al. · Computers, Environment and U... · 1 citation

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#graph neural networks Oct 2026

Multi-scale junction temperature modeling and lifetime assessment of IGBT power modules using graph neural networks

Chunjiang Zhang, Mingyang Zhang, Zhizhong Kan et al. · Microelectronics Journal · 0 citations

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#graph neural networks Open access Oct 2026

Knowledge graph visualization and anomaly detection from cyber threat intelligence dataset using graph neural networks based methods

A. Yılmaz, Resul Daş, M. Ozdem et al. · Computer Networks · 0 citations

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#graph neural networks Oct 2026

FedGNN-SFCP: Federated graph neural networks for ship fuel consumption prediction with heterogeneous data fusion and missing data imputation

He Lu, Xing Pan, Wei Yang Bryan Lim et al. · Transportation Research Part... · 0 citations

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#graph neural networks Oct 2026

Graph neural network-accelerated multi-objective design optimization of fractal flow fields for anion exchange membrane electrolyzers

Quanquan Deng, Meng Chen · Journal of Power Sources · 0 citations

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#graph neural networks Oct 2026

Secure and efficient sixth-generation spectrum allocation via holographic interpretable graph convolutional neural network and blockchain-enabled resource management

R. Mujawar, R. Ramamoorthi, K. Lokesh et al. · Computers & electrical engin... · 0 citations

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#graph neural networks Review Oct 2026

Fusing semantics and graph neural networks: A multi-dimensional survey and technological evolution

Ya Zhang, Ningzhong Liu · Engineering applications of... · 0 citations

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#graph neural networks Oct 2026

Physics-informed graph neural network surrogates for real-time transmission–distribution co-optimization

Aamir Nawaz, E. Mustafa, A. Almani et al. · Electric power systems resea... · 3 citations

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#graph neural networks Oct 2026

A physics aware graph neural network with similarity condition regularization for electromagnetic loss optimization in high power giant magnetostrictive transducers

Xiuxian Xu, Bing Gao, Nengtong Zhao et al. · Engineering applications of... · 0 citations

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#graph neural networks Open access Oct 2026

A structure-aware and explainable approach to website fingerprinting using graph neural networks

Zulu Okonkwo, Ernest Foo, Zhe Hou et al. · Information Sciences · 0 citations

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#graph neural networks Oct 2026

A fault diagnosis method for rotating machinery based on spline-modulated wavelet and energy topology-guided graph convolution neural network

Haike Guo, Xiao-qiang Zhao · Engineering applications of... · 1 citation

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