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Doncevic, Danimir T.;Mitsos, Alexander;Guo, Yue;Li, Qianxiao;Dietrich, Felix;Dahmen, Manuel;Kevrekidis, Ioannis G.
A Recursively Recurrent Neural Network (R2N2) Architecture for Learning Iterative Algorithms
SIAM Journal on Scientific Computing
2024
46
2
Apr
A719-A743

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Chinmay Datar;Adwait Datar;Felix Dietrich;Wil Schilders
Continuous-time neural networks for modeling linear dynamical systems
ICLR 2024
2024

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Ioannis K. Gallos;Daniel Lehmberg;Felix Dietrich;Constantinos Siettos
Data-driven modelling of brain activity using neural networks, diffusion maps, and the Koopman operator
Chaos: An Interdisciplinary Journal of Nonlinear Science
2024
34
1
Jan

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Safa Sadiq
Sampling weights of auto-encoder networks
Masterarbeit
2024

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Georgi Hrusanov
Predicting Building Occupancy with the Koopman Operator
Masterarbeit
2024

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Osman Utku Özbudak
Iterative Sampling of Deep Operator Networks
Masterarbeit
2024

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Onur Eker
Scalable Sampling of Deep Neural Operators
Masterarbeit
2024

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K. S.
Training Dynamic Neural Networks
Masterarbeit
2024

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Hajime Sekiya
Improving power iteration algorithms for Koopman operator approximation
2023

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Michael Laraia
Fast emulation of approximate hardware for edge deep neural network applications
Masterarbeit
2023