Prediction of breaking waves with neural networks

Ocean Engineering

Volumn 30, Issue 9, 2003, Pages 1163-1178

  Deo, M C ^a   Jagdale, S S ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY BOMBAY   (India)

Author keywords

Breaker depth; Breaker height; Network training; Neural network; Wave breaking

Indexed keywords

GRAPHIC METHODS; WATER LEVELS; WATER WAVE EFFECTS;

WAVE BREAKING;

NEURAL NETWORKS;

ARTIFICIAL NEURAL NETWORK; PREDICTION; WATER DEPTH; WAVE BREAKING;

EID: 0037409019     PISSN: 00298018     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0029-8018(02)00086-0     Document Type: Article

References (12)

1. Goda, Y., 1970. A synthesis of breaker indices. Transactions of ASCE 2 (2), 27-229.
2. Kirkgoz, S.M., 1982. Shock pressure of breaking waves on vertical walls. Journal of Computing in Civil Engineering, ASCE 108 (WW1), 81-95.
3. Liu, P.L.F., 2001. Numerical modeling of breaking waves in nearshore environment. In: Edge, B.L., Hemsley, J.M. (Eds.), Ocean Wave Measurement and Analysis. vol. 1, ASCE, pp. 1-12.
4. Ting, F.C.K., 2001. Laboratory study of wave and turbulence velocities in a borad banded irregular wave surf zone. Coastal Engineering 43, 3-4.
5. US Army 1984. Shore Protection Manual. US Army Coastal Engineering Research Center, Washington DC.
6. University of Stuttgart 1995. Stuttgart Neural Network Software, University of Stuttgart, Stuttgart, Germany, version 4.1.
7. Wasserman, P.D., 1989. Neural Computing, Theory and Practice. Van Nostrand Reinhold, New York.
8. Watanabe, Y., Ohtsuka, T., Saeki, H., 2001. Evolution of bubbly flow in the surf zone. In: Edge, B.L., Hemsley, J.M. (Eds.), Ocean Wave Measurement and Analysis. vol 2. ASCE, pp. 992-1002.: ASCE.
9. Weggel, R., 1972. Maximum breaker height. Journal of Waterways and Harbor and Coastal Engineering Division, ASCE, 98 (WW4), 529-545.
10. Wu, J.K., 1994. Neural Networks and Simulation Methods. Marcel Dekker, New York.
11. Yeh, Y.C., Kuo, Y.H., Hsu, D.S., 1993. Building KBSE for diagnosing PC piles with artificial neural networks. Journal of Computing in Civil Engineering, ASCE 7 (1), 71-93.
12. Yuksel, Y., Bostan, T., Cevik, E., Celikoglu, Y., Gunal, M., 1999. Two Phase Flow Structure in Breaking Waves. In: Proceedings of ninth ISOPE Conference, Brest, France, pp.231-235.