نتائج البحث

Neuroevolution gives rise to more focused information transfer compared to backpropagation in recurrent neural networks

• Authors : Hintze, Arend, Professor; Adami, Christoph

Subjects: Recurrent neural network; Transfer entropy; Computation

• Source: Neural Computing & Applications. 37(2):757-767

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Incentivising cooperation by judging a group's performance by its weakest member in neuroevolution and reinforcement learning

• Authors : Schossau, Jory; Shirmohammadi, Bamshad; Hintze, Arend, Professor

Subjects: cooperation; fairness; group-level selection

• Source: Frontiers in Robotics and AI. 12

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NEPMaker: Active learning of neuroevolution machine learning potential for large cells

• Authors : Wang, Junjie; Pan, Shuning; Zhang, Haoting

Subjects: Computational Physics

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NEP-CG and NEP-AACG: Efficient coarse-grained and multiscale all-atom-coarse-grained neuroevolution potentials

• Authors : Fan, Zheyong; Zhang, Wenjun; Zhang, Zhenhao

Subjects: Computational Physics; Materials Science

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Optimizing Chlorination in Water Distribution Systems via Surrogate-assisted Neuroevolution

• Authors : Monsia, Rivaaj; Young, Daniel; Francon, Olivier

Subjects: Neural and Evolutionary Computing; Systems and Control; I.2.1

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Introducing Echo Networks for Computational Neuroevolution

• Authors : Kroos, Christian; Küch, Fabian

Subjects: Machine Learning; Neural and Evolutionary Computing; I.2.6

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Tensorial Properties via the Neuroevolution Potential Framework: Fast Simulation of Infrared and Raman Spectra

• Authors : Xu, Nan; Rosander, Petter, 1993; Schäfer, Christian, 1989

• Source: Journal of Chemical Theory and Computation Data for "Tensorial properties via the neuroevolution potential framework: Fast simulation of infrared and Raman

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qNEP: A highly efficient neuroevolution potential with dynamic charges for large-scale atomistic simulations

• Authors : Fan, Zheyong; Tang, Benrui; Berger, Esmée

Subjects: Computational Physics; Materials Science; Chemical Physics

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A Neuroevolution Potential for Gallium Oxide: Accurate and Efficient Modeling of Polymorphism and Swift Heavy-Ion Irradiation

• Authors : Gu, Yaohui; Li, Binbo; Jiang, Lingyang

Subjects: Materials Science

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Robotic path planning for NDT using neuroevolution of augmenting topologies

• Authors : Mengyuan Zhang; M Sutcliffe; QingPing Yang

• Source: Insight - Non-Destructive Testing and Condition Monitoring. 67:688-696

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