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Hybrid forecasting of chaotic processes: Using machine learning in conjunction with a knowledge-based modelPathak, Jaideep ; Wikner, Alexander ; Fussell, Rebeckah ; Chandra, Sarthak ; Hunt, Brian R. ; Girvan, Michelle ; Ott, EdwardChaos (Woodbury, N.Y.), 2018-04, Vol.28 (4), p.041101-041101 [Periódico revisado por pares]United StatesTexto completo disponível |
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Material Type: Artigo
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Solving ill-posed inverse problems using iterative deep neural networksAdler, Jonas ; Öktem, OzanInverse problems, 2017-12, Vol.33 (12), p.124007 [Periódico revisado por pares]IOP PublishingTexto completo disponível |
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Fractional modeling of blood ethanol concentration system with real data applicationQureshi, Sania ; Yusuf, Abdullahi ; Shaikh, Asif Ali ; Inc, Mustafa ; Baleanu, DumitruChaos (Woodbury, N.Y.), 2019-01, Vol.29 (1), p.013143-013143 [Periódico revisado por pares]United States: American Institute of PhysicsTexto completo disponível |
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Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) networkSherstinsky, AlexPhysica. D, 2020-03, Vol.404, p.132306, Article 132306 [Periódico revisado por pares]Elsevier B.VTexto completo disponível |
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Material Type: Artigo
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New variable-order fractional chaotic systems for fast image encryptionWu, Guo-Cheng ; Deng, Zhen-Guo ; Baleanu, Dumitru ; Zeng, De-QiangChaos (Woodbury, N.Y.), 2019-08, Vol.29 (8), p.083103-083103 [Periódico revisado por pares]United States: American Institute of PhysicsTexto completo disponível |
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Material Type: Artigo
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Stable architectures for deep neural networksHaber, Eldad ; Ruthotto, LarsInverse problems, 2018-01, Vol.34 (1), p.14004 [Periódico revisado por pares]IOP PublishingTexto completo disponível |
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Material Type: Artigo
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On exact traveling-wave solutions for local fractional Korteweg-de Vries equationYang, Xiao-Jun ; Tenreiro Machado, J. A. ; Baleanu, Dumitru ; Cattani, CarloChaos (Woodbury, N.Y.), 2016-08, Vol.26 (8), p.084312-084312 [Periódico revisado por pares]United States: American Institute of PhysicsTexto completo disponível |
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Material Type: Artigo
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Forecasting chaotic systems with very low connectivity reservoir computersGriffith, Aaron ; Pomerance, Andrew ; Gauthier, Daniel J.Chaos (Woodbury, N.Y.), 2019-12, Vol.29 (12), p.123108-123108 [Periódico revisado por pares]United States: American Institute of PhysicsTexto completo disponível |
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Material Type: Artigo
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Attractor reconstruction by machine learningLu, Zhixin ; Hunt, Brian R. ; Ott, EdwardChaos (Woodbury, N.Y.), 2018-06, Vol.28 (6), p.061104-061104 [Periódico revisado por pares]United StatesTexto completo disponível |
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Material Type: Artigo
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NETT: solving inverse problems with deep neural networksLi, Housen ; Schwab, Johannes ; Antholzer, Stephan ; Haltmeier, MarkusInverse problems, 2020-06, Vol.36 (6), p.65005 [Periódico revisado por pares]IOP PublishingTexto completo disponível |