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Papers matching “neural combinatorial optimization” 10

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Distributed Unsupervised Learning for Combinatorial User Assignment in mmWave Cell-Free Massive MIMO Using Graph Neural Networks
2026 IEEE Transactions on Wireless Communications article Engineering Advanced MIMO Systems Optimization Open access

Bile Peng, Bihan Guo, Karl-Ludwig Besser, Luca Kunz, Zhengyang Li, Ramprasad Raghunath, +4 more

0

citations
Impact of memory device precision in analog combinatorial optimization solvers
2026 npj Unconventional Computing article Engineering Advanced Memory and Neural Computing Open access

Mohammad Hizzani, Ming-Jay Yang, Arne Heittmann, George Higgins Hutchinson, Dmitri B. Strukov, John Paul Strachan

0

citations
Graph Neural Networks for Maximum Constraint Satisfaction
2021 Frontiers in Artificial Intelligence article Computer Science Constraint Satisfaction and Optimization Open access

Jan Tönshoff, Martin Ritzert, Hinrikus Wolf, Martin Grohe

37

citations
Reusability report: Comparing gradient descent and Monte Carlo tree search optimization of quantum annealing schedules
2022 Nature Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access

Matteo M. Wauters, Evert van Nieuwenburg

5

citations
Reinforcement Learning in Manufacturing Control: Baselines, challenges and ways forward
2022 Engineering Applications of Artificial Intelligence article Engineering Scheduling and Optimization Algorithms Open access

Владимир Самсонов, Karim Ben Hicham, Tobias Meisen

37

citations
Equivariant quantum circuits for learning on weighted graphs
2023 npj Quantum Information article Computer Science Quantum Computing Algorithms and Architecture Open access

Andrea Skolik, Michele Cattelan, Sheir Yarkoni, Thomas Bäck, Vedran Dunjko

70

citations
Computing high-degree polynomial gradients in memory
2024 Nature Communications article Engineering Advanced Memory and Neural Computing Open access cited by 1 patent

Tinish Bhattacharya, George Higgins Hutchinson, Giacomo Pedretti, Xia Sheng, Jim Ignowski, Thomas Van Vaerenbergh, +3 more

22

citations
The travelling salesperson problem and the challenges of near-term quantum advantage
2025 Quantum Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

Kate Smith‐Miles, Holger H. Hoos, Hao Wang, Thomas Bäck, Tobias J. Osborne

5

citations
Prospecting for pluripotency in metamaterial design
2025 Physical Review Research article Engineering Advanced Materials and Mechanics Open access

Ryan van Mastrigt, Marjolein Dijkstra, Martin van Hecke, Corentin Coulais

4

citations
Ellipsoidal Embeddings of Graphs
2025 SIAM Journal on Applied Mathematics article Computer Science Advanced Graph Neural Networks Open access

Michaël Fanuel, Antoine Aspeel, Michael T. Schaub, Jean‐Charles Delvenne

0

citations

10 results