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Neural networks for power flow: Graph neural solver
Donon, Balthazar, Clément, Rémy, Donnot, Benjamin, Marot, Antoine, Guyon, Isabelle, Schoenauer, Marc
Published in Electric power systems research (01.12.2020)
Published in Electric power systems research (01.12.2020)
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Journal Article
Refinery: Graph Solver as a Service Refinement-based Generation and Analysis of Consistent Models
Marussy, Kristof, Ficsor, Attila, Semerath, Oszkar, Varro, Daniel
Published in Proceedings (IEEE/ACM International Conference on Software Engineering Companion. Online) (14.04.2024)
Published in Proceedings (IEEE/ACM International Conference on Software Engineering Companion. Online) (14.04.2024)
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Conference Proceeding
Graph Solver as a Service
Ahmad, Fozail
Published in Proceedings (IEEE/ACM International Conference on Software Engineering Companion. Online) (01.05.2023)
Published in Proceedings (IEEE/ACM International Conference on Software Engineering Companion. Online) (01.05.2023)
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Conference Proceeding
A Graph-Neural-Network-Powered Solver Framework for Graph Optimization Problems
Zhang, Congsong, Gao, Yong, Nastos, James
Published in IEEE transaction on neural networks and learning systems (01.09.2024)
Published in IEEE transaction on neural networks and learning systems (01.09.2024)
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Journal Article
IGNN-Solver: A Graph Neural Solver for Implicit Graph Neural Networks
Lin, Junchao, Ling, Zenan, Feng, Zhanbo, Xu, Jingwen, Liao, Minxuan, Zhou, Feng, Hou, Tianqi, Liao, Zhenyu, Qiu, Robert C
Year of Publication 11.10.2024
Year of Publication 11.10.2024
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Journal Article
Learning Combinatorial Solver for Graph Matching
Wang, Tao, Liu, He, Li, Yidong, Jin, Yi, Hou, Xiaohui, Ling, Haibin
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2020)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2020)
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Conference Proceeding
SF-GRASS: Solver-Free Graph Spectral Sparsification
Zhang, Ying, Zhao, Zhiqiang, Feng, Zhuo
Published in Digest of technical papers - IEEE/ACM International Conference on Computer-Aided Design (02.11.2020)
Published in Digest of technical papers - IEEE/ACM International Conference on Computer-Aided Design (02.11.2020)
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Conference Proceeding
IGNN-Solver: A Graph Neural Solver for Implicit Graph Neural Networks
Lin, Junchao, Ling, Zenan, Feng, Zhanbo, Zhou, Feng, Xu, Jingwen, Qiu, Robert C
Published in arXiv.org (11.10.2024)
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Published in arXiv.org (11.10.2024)
Paper
Variational integrators and graph-based solvers for multibody dynamics in maximal coordinates
Brüdigam, Jan, Sosnowski, Stefan, Manchester, Zachary, Hirche, Sandra
Published in Multibody system dynamics (01.07.2024)
Published in Multibody system dynamics (01.07.2024)
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Journal Article
A Constrained Graph Coloring Solver Based on Ising Machines
Kawakami, Soma, Mukasa, Yosuke, Bao, Siya, Ba, Dema, Arai, Junya, Yagi, Satoshi, Teramoto, Junji, Togawa, Nozomu
Published in Proceedings of IEEE International Symposium on Consumer Electronics (06.01.2023)
Published in Proceedings of IEEE International Symposium on Consumer Electronics (06.01.2023)
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Conference Proceeding