Zhang, Yabin; Wang, Lei; Zhang, Peng; Luo, Haotian; Shi, Wanlin; Wang, Xin The nonlinear wave solutions and parameters discovery of the Lakshmanan-Porsezian-Daniel based on deep learning. (English) Zbl 1505.35332 Chaos Solitons Fractals 159, Article ID 112155, 11 p. (2022). MSC: 35Q60 35C07 78A60 68T05 PDFBibTeX XMLCite \textit{Y. Zhang} et al., Chaos Solitons Fractals 159, Article ID 112155, 11 p. (2022; Zbl 1505.35332) Full Text: DOI
Hajimohammadi, Zeinab; Baharifard, Fatemeh; Ghodsi, Ali; Parand, Kourosh Fractional Chebyshev deep neural network (FCDNN) for solving differential models. (English) Zbl 1498.35575 Chaos Solitons Fractals 153, Part 2, Article ID 111530, 15 p. (2021). MSC: 35R11 PDFBibTeX XMLCite \textit{Z. Hajimohammadi} et al., Chaos Solitons Fractals 153, Part 2, Article ID 111530, 15 p. (2021; Zbl 1498.35575) Full Text: DOI
Sandubete, Julio E.; Escot, Lorenzo Chaotic signals inside some tick-by-tick financial time series. (English) Zbl 1489.91196 Chaos Solitons Fractals 137, Article ID 109852, 10 p. (2020). MSC: 91B84 PDFBibTeX XMLCite \textit{J. E. Sandubete} and \textit{L. Escot}, Chaos Solitons Fractals 137, Article ID 109852, 10 p. (2020; Zbl 1489.91196) Full Text: DOI
Lu, Ya-Nan; Li, Sai-Ping; Zhong, Li-Xin; Jiang, Xiong-Fei; Ren, Fei A clustering-based portfolio strategy incorporating momentum effect and market trend prediction. (English) Zbl 1442.91089 Chaos Solitons Fractals 117, 1-15 (2018). MSC: 91G10 91G15 PDFBibTeX XMLCite \textit{Y.-N. Lu} et al., Chaos Solitons Fractals 117, 1--15 (2018; Zbl 1442.91089) Full Text: DOI
Inage, Shin-ichi; Yamaguchi, Kazumi Proposal of the “data to equation” algorithm. (English) Zbl 1415.37104 Chaos Solitons Fractals 114, 423-432 (2018). MSC: 37M10 65Q10 PDFBibTeX XMLCite \textit{S.-i. Inage} and \textit{K. Yamaguchi}, Chaos Solitons Fractals 114, 423--432 (2018; Zbl 1415.37104) Full Text: DOI
Gavrilov, Andrey; Loskutov, Evgeny; Mukhin, Dmitry Bayesian optimization of empirical model with state-dependent stochastic forcing. (English) Zbl 1380.37141 Chaos Solitons Fractals 104, 327-337 (2017). MSC: 37M10 37H10 62F15 PDFBibTeX XMLCite \textit{A. Gavrilov} et al., Chaos Solitons Fractals 104, 327--337 (2017; Zbl 1380.37141) Full Text: DOI
BenSaïda, Ahmed; Litimi, Houda High level chaos in the exchange and index markets. (English) Zbl 1341.91102 Chaos Solitons Fractals 54, 90-95 (2013). MSC: 91B55 91B84 37M10 37D45 62G10 62P20 PDFBibTeX XMLCite \textit{A. BenSaïda} and \textit{H. Litimi}, Chaos Solitons Fractals 54, 90--95 (2013; Zbl 1341.91102) Full Text: DOI
Maus, A.; Sprott, J. C. Evaluating Lyapunov exponent spectra with neural networks. (English) Zbl 1294.37031 Chaos Solitons Fractals 51, 13-21 (2013). MSC: 37M25 37C45 PDFBibTeX XMLCite \textit{A. Maus} and \textit{J. C. Sprott}, Chaos Solitons Fractals 51, 13--21 (2013; Zbl 1294.37031) Full Text: DOI
Cechin, Adelmo L.; Pechmann, Denise R.; De Oliveira, Luiz P. L. Optimizing Markovian modeling of chaotic systems with recurrent neural networks. (English) Zbl 1142.90458 Chaos Solitons Fractals 37, No. 5, 1317-1327 (2008). MSC: 90C15 60J85 37N25 PDFBibTeX XMLCite \textit{A. L. Cechin} et al., Chaos Solitons Fractals 37, No. 5, 1317--1327 (2008; Zbl 1142.90458) Full Text: DOI
Li, Fengjun; Xu, Zongben The estimation of simultaneous approximation order for neural networks. (English) Zbl 1161.68728 Chaos Solitons Fractals 36, No. 3, 572-580 (2008). MSC: 68T05 PDFBibTeX XMLCite \textit{F. Li} and \textit{Z. Xu}, Chaos Solitons Fractals 36, No. 3, 572--580 (2008; Zbl 1161.68728) Full Text: DOI
Otawara, K.; Fan, L. T.; Tsutsumi, A.; Yano, T.; Kuramoto, K.; Yoshida, K. An artificial neural network as a model for chaotic behavior of a three-phase fluidized bed. (English) Zbl 1073.76656 Chaos Solitons Fractals 13, No. 2, 353-362 (2002). MSC: 76T30 92B20 PDFBibTeX XMLCite \textit{K. Otawara} et al., Chaos Solitons Fractals 13, No. 2, 353--362 (2002; Zbl 1073.76656) Full Text: DOI
Boudjema, Gérard; Cazelles, Bernard Extraction of nonlinear dynamics from short and noisy time series. (English) Zbl 0980.37034 Chaos Solitons Fractals 12, No. 11, 2051-2069 (2001). MSC: 37M10 PDFBibTeX XMLCite \textit{G. Boudjema} and \textit{B. Cazelles}, Chaos Solitons Fractals 12, No. 11, 2051--2069 (2001; Zbl 0980.37034) Full Text: DOI