|
Reference
|
|
Abarbanel, H.D.I. (1995) Tools for analysing observed chaotic data. u: Smart Structures, Nonlinear Dynamics, and Control, Prentice Hall, 1-86
|
|
Ali, M., Prasad, R., Xiang, Y., Yaseen, Z.M. (2020) Complete ensemble empirical mode decomposition hybridized with random forest and kernel ridge regression model for monthly rainfall forecasts. Journal of Hydrology, 584: 124647-124647
|
|
Almulhim, T., Al, Y.M. (2022) An analysis of renewable energy investments in Saudi Arabia: A hybrid framework based on Leontief and fuzzy group decision support models. Available at SSRN 4183286
|
|
An, X., Dongxiang, J., Minghao, Z., Chao, L. (2012) Shortterm prediction of wind power using EMD and chaotic theory. Communications in Nonlinear Science and Numerical Simulation, 17(2): 1036-1042
|
|
Beaumariage, T., Kempf, K. (1994) The nature and origin of chaos in manufacturing systems. u: Proceedings of 1994 IEEE/SEMI Advanced Semiconductor Manufacturing Conference and Workshop (ASMC), IEEE, 169-174
|
|
Bensaïda, A. (2015) A practical test for noisy chaotic dynamics. SoftwareX, 3-4: 1-5
|
|
Delgado-Bonal, A., Marshak, A. (2019) Approximate entropy and sample entropy: A comprehensive tutorial. Entropy, 21(6): 541-541
|
|
Eckmann, J.-.P.P., Kamphorst, O.S., Ruelle, D. (1987) Recurrence plots of dynamical systems. EPL Europhys. Lett, 4(9): 973-977
|
|
Fraedrich, K. (1987) Estimating weather and climate predictability on attractors. Journal of the Atmospheric Sciences, 44(4): 722-728
|
|
Fraedrich, K. (1986) Estimating the dimensions of weather and climate attractors. Journal of the Atmospheric Sciences, 43(5): 419-432
|
|
Fraser, A.M., Swinney, H.L. (1986) Independent coordinates for strange attractors from mutual information. Physical Review A, 33(2): 1134-1140
|
|
Gottwald, G.A., Melbourne, I. (2009) On the validity of the 0-1 test for chaos. Nonlinear, 22(6): 1367-1367
|
|
Grassberger, P., Procaccia, I. (1983) Characterization of strange attractors. Physical Review Letters, 50(5): 346-346
|
2
|
Gupta, D., Kumar, V., Ayus, I., Vasudevan, M., Natarajan, N. (2021) Short-term prediction of wind power density using convolutional LSTM network. FME Transactions, vol. 49, br. 3, str. 653-663
|
|
Hense, A. (1987) On the possible existence of a strange attractor for the southern oscillation. Beitr. Phys. Atmos, 60(1): 34-47
|
1
|
Hussain, F.M., Rehman, S., Al-Sulaiman, F.A. (2021) Performance analysis of a solar chimney power plant for different geographical locations of Saudi Arabia. FME Transactions, vol. 49, br. 1, str. 64-71
|
|
Islam, S., Bras, R.L., Rodriguez-Iturbe, I. (1993) A possible explanation for low correlation dimension estimates for the atmosphere. Journal of Applied Meteorology, 32(2): 203-208
|
|
Jacquelin, E., Adhikari, S., Sinou, J.-.J., Friswell, M.I. (2015) Polynomial chaos expansion in structural dynamics: Accelerating the convergence of the first two statistical moment sequences. Journal of Sound and Vibration, 356: 144-154
|
|
Jayawardena, A.W., Lai, F. (1994) Analysis and prediction of chaos in rainfall and stream flow time series. Journal of Hydrology, 153(1-4): 23-52
|
|
Kaheman, K., Bramburger, J.J., Kutz, J., Brunton, S.L. (2023) Saddle transport and chaos in the double pendulum. Nonlinear Dynamics, 111(8): 7199-7233
|
|
Kantz, H., Schreiber, T. (2003) Nonlinear time series analysis. Cambridge University Press, vol. 7
|
|
Kawamura, A., McKerchar, A.I., Spigel, R.H., Jinno, K. (1998) Chaotic characteristics of the Southern Oscillation Index time series. Journal of Hydrology, 204(1-4): 168-181
|
|
Kennel, M.B., Brown, R., Abarbanel, H.D.I. (1992) Determining embedding dimension for phase-space reconstruction using a geometrical construction. Physical Review A, 45(6): 3403-3403
|
|
Kirichenko, L., Radivilova, T., Stepanenko, J. (2021) Applying recurrence plots to classify time series. u: Computational linguistics and intelligent systems, 16-26
|
|
Kraskov, A., Stögbauer, H., Grassberger, P. (2004) Estimating mutual information. Physical Review E, 69(6): 066138-066138
|
|
Kumar, A., i dr. (2023) Power generation with raindrops. u: Li X.; Rashidi M.M.; Lather R.S.; Raman R. [ur.] Emerging Trends in Mechanical and Industrial Engineering. Lecture Notes in Mechanical Engineering, Singapore: Springer
|
|
Liu, X., Gao, H., Ward, J.E., Liu, X., Yin, B., Fu, T., Chen, J., Lovley, D.R., Yao, J. (2020) Power generation from ambient humidity using protein nanowires. Nature, 578(7796): 550-554
|
|
Lorenz, E. (1963) Deterministic nonperiodic flow. Journal of the Atmospheric Sciences, 20(2): 130-141
|
|
Marwan, N., Carmenromano, M., Thiel, M., Kurths, J. (2007) Recurrence plots for the analysis of complex systems. Physics Reports, 438(5-6): 237-329
|
|
Marwan, N., Wessel, N., Meyerfeldt, U., Schirdewan, A., Kurths, J. (2002) Recurrence-plot-based measures of complexity and their application to heart-rate-variability data. Physical Review E, 66: 026702-1-026702-8
|
|
Marwan, N., Kraemer, H.K. (2023) Trends in recurrence analysis of dynamical systems. European Physical Journal Special Topics, 232(1): 5-27
|
|
Matthews, P. (2023) 0-1 test for chaos. MATLAB Central File Exchange, https://www.mathworks.com/matlabcentral /fileexchange/25050-0-1-test-for-chaos, Retrieved February 23, 2023
|
|
Mihailović, D.T., Mimić, G., Arsenić, I. (2014) Climate predictions: The chaos and complexity in climate models. Adv. Meteorol
|
1
|
Mohandes, M., Rehman, S., Nuha, H., Islam, M.S., Schulze, F.H. (2021) Accuracy of wind speed predictability with heights using Recurrent Neural networks. FME Transactions, vol. 49, br. 4, str. 908-918
|
|
Nuha, H., Mohandes, M., Rehman, S., A-Shaikhi, A. (2022) Vertical wind speed extrapolation using regularized extreme learning machine. FME Transactions, vol. 50, br. 3, str. 412-421
|
3
|
Ocokoljić, G., Rašuo, B., Kozić, M. (2017) Supporting system interference on aerodynamic characteristics of an aircraft model in a low-speed wind tunnel. Aerospace Science and Technology, 64: 133-146
|
1
|
Ott, E. (2002) Chaos in dynamical systems. Cambridge University Press
|
|
Packard, N.H., Crutchfield, J.P., Farmer, J.D., Shaw, R.S. (1980) Geometry from a time series. Physical Review Letters, 45(9): 712-716
|
|
Panagoulia, D., Vlahogianni, E.I. (2018) Recurrence quantification analysis of extremes of maximum and minimum temperature patterns for different climate scenarios in the Mesochora catchment in central-western Greece. Atmospheric Research, 205: 33-47
|
|
Petersen, A. (2020) Arabian peninsula: Islamic archaeology. u: Smith, C [ur.] Encyclopedia of Global Archaeology, Cham: Springer
|
|
Pham, Q.B., Yang, T.C., Kuo, C.M., Tseng, H.W., Yu, P.S. (2019) Combing random forest and least square support vector regression for improving extreme rainfall downscaling. Water, 11(3): 451-451
|
2
|
Pincus, S.M., Goldberger, A.L. (1994) Physiological time-series analysis: What does regularity quantify?. American Journal of Physiology-Heart and Circulatory Physiology, 266(4): H1643-H1656
|
|
Rašuo, B. (2003) On solving boundary value problem in fluid mechanics by Fourier's method: Wall interference of transonic wind tunnels. u: Analysis and Simulation of Multifield Problems, Berlin-Heidelberg: Springer, 317-322
|
21
|
Rašuo, B., Dinulović, M., Veg, A., Grbović, A., Bengin, A. (2014) Harmonization of new wind turbine rotor blades development process: A review. Renewable and Sustainable Energy Reviews, 39: 874-882
|
|
Rehman, S., Siddiqi, A.H. (2009) Wavelet based Hurst exponent and fractal dimensional analysis of Saudi climatic dynamics. Chaos, Solitons & Fractals, 40(3): 1081-1090
|
|
Rehman, S. (2010) Temperature and rainfall variation over Dhahran, Saudi Arabia, (1970-2006). Int. J. Climatol, 30(3): 445-449
|
|
Rodríguez-Iturbe, I. (1991) Exploring complexity in the structure of rainfall. Advances in Water Resources, 14(4): 162-167
|
|
Rodriguez-Iturbe, I., Febres, D.P.B., Sharifi, M.B., Georgakakos, K.P. (1989) Chaos in rainfall. Water Resources Research, 25(7): 1667-1675
|
|
Sanni-Anibire, M.O., Zin, R.M., Olatunji, S.O. (2020) Machine learning model for delay risk assessment in tall building projects. Inter. J. Const. Manag, 22(11): 2134-2143
|
|
Sharifi, M.B., Georgakakos, K.P., Rodriguez-Iturbe, I. (1990) Evidence of deterministic chaos in the pulse of storm rainfall. Journal of the Atmospheric Sciences, 47(7): 888-893
|
|
Sivakumar, B., Jayawardena, A.W., Fernando, T.M.K.G. (2002) River flow forecasting: Use of phase-space reconstruction and artificial neural networks approaches. Journal of Hydrology, 265(1-4): 225-245
|
|
Sivakumar, B. (2016) Chaos in hydrology: Bridging determinism and stochasticity. Springer
|
|
Sivakumar, B. (2000) Chaos theory in hydrology: Important issues and interpretations. Journal of Hydrology, 227(1-4): 1-20
|
|
Sivakumar, B., Jayawardena, A.W., Li, W.K. (2007) Hydrologic complexity and classification: A simple data reconstruction approach. Hydrological Processes, 21(20): 2713-2728
|
|
Sivakumar, B., Liong, S.Y., Liaw, C.Y., Phoon, K.K. (1999) Singapore rainfall behavior: Chaotic?. Journal of Hydrologic Engineering, 4(1): 38-48
|
|
Takens, F. (1981) Detecting strange attractors in turbulence. u: Dynamical Systems and Turbulence, Warwick 1980, Berlin- Heidelberg: Springer, 366-381
|
|
Toker, D., Sommer, F.T., D'Esposito, M. (2020) A simple method for detecting chaos in nature. Communications Biology, 3(1): 11-11
|
|
Tsonis, A.A., Elsner, J.B. (1989) Chaos, strange attractors, and weather. Bulletin of the American Meteorological Society, 70(1): 14-23
|
|
Yan, B., Chan, P.W., Li, Q., He, Y., Shu, Z. (2021) Dynamic analysis of meteorological time series in Hong Kong: A nonlinear perspective. International Journal of Climatology, 41(10): 4920-4932
|
|
Yu, P.S., Yang, T.C., Chen, S.Y., Kuo, C.M., Tseng, H.W. (2017) Comparison of random forests and support vector machine for real-time radar-derived rainfall forecasting. Journal of Hydrology, 552: 92-104
|
|
Zang, X., Iqbal, S., Zhu, Y., Liu, X., Zhao, J. (2016) Applications of chaotic dynamics in robotics. International Journal of Advanced Robotic Systems, 13(2): 60-60
|
|
Zbilut, J.P., Webber, C.L. (1992) Embeddings and delays as derived from quantification of recurrence plots. Physics Letters A, 171(3-4): 199-203
|
|
Zeng, X., Pielke, R.A. (1993) What does a low-dimensional weather attractor mean?. Physics Letters A, 175(5): 299-304
|
|
Zeng, X., Pielke, R.A., Eykholt, R. (1992) Estimating the fractal dimension and the predictability of the atmosphere. Journal of the Atmospheric Sciences, 49(8): 649-659
|
|
Zeng, X., Pielke, R.A., Eykholt, R.A.P. (1993) Chaos theory and its applications to the atmosphere. Bulletin of the American Meteorological Society, 74(4): 631-644
|
|
Zhang, C., Wang, X., Jiang, J., Xinwei, J., Xu, X., Liang, C., Liu, H., Atindana, A.V. (2023) Robust controller design of a semi-active quasi-zero stiffness air suspension based on polynomial chaos expansion. Journal of Vibration and Control
|
|
Zhenru, S., Jesson, M., Sterling, M. (2021) Nonlinear dynamic analysis of daily rainfall variability across the UK from 1989 to 2018. J. Hydrol, 603: 126849-126849
|
|
Zhong, K., Zheng, F., Wu, H., Qin, C.W.C., Xu, X. (2017) Dynamic changes in temperature extremes and their association with atmospheric circulation patterns in the Songhua river basin, China. Atmospheric Research, 190: 77-88
|
|
|
|