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Papers matching “graph attention networks” 17

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Graph neural network-based multi-agent reinforcement learning for active voltage control: Performance and topology robustness
2026 Energy and AI article Engineering Optimal Power Flow Distribution Open access

Chijioke Eze, Chetan Prakash, Antonello Monti

1

citations
Characterizing Psychiatric Disorders Through Graph Neural Networks: A Functional Connectivity Analysis of Depression and Schizophrenia
2025 Depression and Anxiety article Neuroscience Functional Brain Connectivity Studies Open access

Ye-Eun Kim, Mikhail Votinov, Minghao Xu, Sun-Young Kim, Munseob Lee, Lisa Wagels, +1 more

3

citations
Ensemble graph neural network model for classification of major depressive disorder using whole-brain functional connectivity
2023 Frontiers in Psychiatry article Neuroscience Functional Brain Connectivity Studies Open access cited by 1 patent

Sujitha Venkatapathy, Mikhail Votinov, Lisa Wagels, SangYun Kim, Munseob Lee, Ute Habel, +2 more

44

citations
Functional network reorganization in older adults: Graph-theoretical analyses of age, cognition and sex
2020 NeuroImage article Neuroscience Functional Brain Connectivity Studies Open access

Johanna Stumme, Christiane Jockwitz, Felix Hoffstaedter, Katrin Amunts, Svenja Caspers

121

citations
Grid-Aware Spatio-Temporal Graph Neural Networks for Multi-Horizon Load Forecasting
2025 ACM SIGEnergy Energy Informatics Review article Engineering Energy Load and Power Forecasting Open access

Ugochukwu Orji

3

citations
Multi‐scale graph capsule with influence attention for information cascades prediction
2021 International Journal of Intelligent Systems article Physics and Astronomy Complex Network Analysis Techniques Open access

Xueqin Chen, Fengli Zhang, Fan Zhou, Marcello Bonsangue

39

citations
A Spike‐Based Graph Surrogate for Modeling Finite Element Structures
2026 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Vaishnav Bhaskaran, Rutwik Gulakala, Marcus Stoffel

0

citations
Global Graph Surrogates and Neural Graph Elements for Computational Mechanics
2026 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Rutwik Gulakala, Marcus Stoffel

0

citations
Patterns of link reciprocity in directed, signed networks
2025 Physical review. E article Physics and Astronomy Complex Network Analysis Techniques Open access

Anna Gallo, Fabio Saracco, Renaud Lambiotte, Diego Garlaschelli, Tiziano Squartini

4

citations
A gradient of hemisphere-specific dorsal to ventral processing routes in parieto-premotor networks
2024 Network Neuroscience article Medicine Advanced Neuroimaging Techniques and Applications Open access

Marvin Jüchtern, Usman Jawed Shaikh, Svenja Caspers, Ferdinand Binkofski

4

citations
Network-Based Differences in Top–Down Multisensory Integration between Adult ADHD and Healthy Controls—A Diffusion MRI Study
2023 Brain Sciences article Medicine Attention Deficit Hyperactivity Disorder Open access

Marcel Schulze, Behrem Aslan, Ezequiel Farrher, Farida Grinberg, Nadim Jon Shah, Markus D. Schirmer, +4 more

9

citations
An AI-Driven Multi-Source Data Fusion Framework for Intelligent Network Optimization in 5G-A Systems
2026 International Journal of Artificial Intelligence Research article Computer Science Software-Defined Networks and 5G Open access

Elena Conti

0

citations
Concentrating solar power (CSP) plant data-driven digital twin: A novel method for flux density prediction
2025 Results in Engineering article Energy Solar Thermal and Photovoltaic Systems Open access

Díaz Alonso Sergio, Christian Raeder, Hoffschmidt Bernhard

6

citations
Identification of Mild cognitive impairment based on quadruple GCN model constructed with multiple features from higher-order brain connectivity
2023 Expert Systems with Applications article Medicine Dementia and Cognitive Impairment Research Open access

Yuan Li, Ying Zou, Hanning Guo, Yongqing Yang, Na Li, Linhao Li, +1 more

12

citations
Reproducing the first and second moments of empirical degree distributions
2026 Physical Review Research article Physics and Astronomy Complex Network Analysis Techniques Open access

Mattia Marzi, Diego Garlaschelli, Tiziano Squartini

1

citations
Federated learning from molecules to processes: A perspective
2026 Process Safety and Environmental Protection article Computer Science Privacy-Preserving Technologies in Data Open access

Jan G. Rittig, Clemens Kortmann

0

citations
Hypergraphs and simplicial complexes in focus: a roadmap for future research in higher-order interactions
2026 Journal of Physics Complexity article Physics and Astronomy Complex Network Analysis Techniques Open access

Aida Abiad, Alex Arenas, Agnes Backhausz, József Balogh, Christopher R. S. Banerji, Sergio Barbarossa, +28 more

2

citations

17 results