A machine learning method for the evaluation of hydrodynamic performance of floating breakwaters in waves

[1]  H. Saghi,et al.  Generation of linear and nonlinear waves in numerical wave tank using clustering technique-volume of fluid method , 2012 .

[2]  Il-Hyoung Cho,et al.  Transmission coefficients of a floating rectangular breakwater with porous side plates , 2016 .

[3]  K. Yang,et al.  Numerical and experimental investigation of hydrodynamic performance of a cylindrical dual pontoon-net floating breakwater , 2017 .

[4]  C. Wang,et al.  Review of recent research and developments on floating breakwaters , 2018, Ocean Engineering.

[5]  Mariano Buccino,et al.  Wave breaking macrofeatures on a submerged rubble mound breakwater , 2008 .

[6]  S. Koley.  Wave transmission through multilayered porous breakwater under regular and irregular incident waves , 2019, Engineering Analysis with Boundary Elements.

[7]  Xin-She Yang,et al.  Cuckoo Search via Lévy flights , 2009, 2009 World Congress on Nature & Biologically Inspired Computing (NaBIC).

[8]  K. Jeong,et al.  Numerical simulations of two-dimensional floating breakwaters in regular waves using fixed cartesian grid , 2014 .

[9]  Norimi Mizutani,et al.  Numerical modeling of dynamic responses and mooring forces of submerged floating breakwater , 2006 .

[10]  H. Akbari,et al.  Numerical study of wave interaction with a composite breakwater located on permeable bed , 2019, Coastal Engineering.

[11]  Qingping Zou,et al.  Parameterisation and transformation of wave asymmetries over a low-crested breakwater , 2009 .

[12]  Ping Dong,et al.  Nonlinear simulations of wave-induced motions of a freely floating body using WCSPH method , 2015 .

[13]  Vallam Sundar,et al.  Hydrodynamic characteristics of pile supported skirt breakwater models , 2011 .

[14]  Johan A. K. Suykens,et al.  Weighted least squares support vector machines: robustness and sparse approximation , 2002, Neurocomputing.

[15]  Mohammad Passandideh-Fard,et al.  Modeling free surface flows in presence of an arbitrary moving object , 2012 .

[16]  Hee Min Teh,et al.  Hydraulic Characteristics of a Stepped-slope Floating Breakwater , 2013 .

[17]  Johan A. K. Suykens,et al.  Least Squares Support Vector Machine Classifiers , 1999, Neural Processing Letters.

[18]  M. Shekari,et al.  Influence of toe berm geometry on stability of reshaping berm breakwaters , 2020 .

[19]  Barbara Zanuttigh,et al.  Laboratory Experiments on Low-crested Breakwaters , 2005 .

[20]  Seung-Ho Shin,et al.  Numerical simulation of interactions between water waves and inclined-moored submerged floating breakwaters , 2013 .

[21]  H. Saghi.  A parametric study on wave–floating storage tank interaction using coupled VOF-FDM method , 2018, Journal of Marine Science and Technology.

[22]  Y. Liu,et al.  Wave reflection and transmission by porous breakwaters: A new analytical solution , 2013 .

[23]  Xiang Chen,et al.  Experimental study of a new type of floating breakwater , 2015 .

[24]  Jentsje W. van der Meer,et al.  WAVE TRANSMISSION AT LOW-CRESTED STRUCTURES , 2010 .

[25]  Mathew Carter Hornack,et al.  Wave reflection characteristics of permeable and impermeable submerged trapezoidal breakwaters , 2011 .

[26]  Robert G. Dean,et al.  Water wave mechanics for engineers and scientists , 1983 .

[27]  M. Ketabdari,et al.  A Modification to SLIC and PLIC Volume of Fluid Models using New Advection Method , 2014 .

[29]  M. Ketabdari,et al.  Development of volume of fluid methods to model free surface flow using new advection algorithm , 2013 .

[30]  Pascal Lafon,et al.  Design optimization of floating breakwaters with an interdisciplinary fluid-solid structural problem , 2009 .

[31]  Dong-Soo Hur,et al.  Characteristics of wave run-up height on a sandy beach behind dual-submerged breakwaters , 2012 .

[32]  Jentsje W. van der Meer,et al.  Stability and Wave Transmission at Low‐Crested Rubble‐Mound Structures , 1994 .

[33]  Jeffrey A. Melby,et al.  Wave runup, transmission, and reflection for structures armored with CORE-LOC® , 2002 .

[34]  Zhenqing Liu,et al.  Numerical studies of submerged moored box-type floating breakwaters with different shapes of cross-sections using SPH , 2020, Coastal Engineering.

[35]  Ravi S. Nanjundiah,et al.  Downscaling precipitation to river basin in India for IPCC SRES scenarios using support vector machine , 2008 .

[36]  Y. Li,et al.  Numerical modelling of multi-directional irregular waves through breakwaters , 2000 .

[38]  Mohammad Navid Moghim,et al.  Experimental Study of Wave Attenuation in Trapezoidal Floating Breakwaters , 2019, China Ocean Engineering.

[39]  Josep R. Medina,et al.  Individual wave overtopping volumes on mound breakwaters in breaking wave conditions and gentle sea bottoms , 2020 .

[40]  Atilla Incecik,et al.  Experimental study on configuration optimization of floating breakwaters , 2016 .

[41]  Yong Liu,et al.  Total horizontal and vertical forces of irregular waves on partially perforated caisson breakwaters , 2008 .

[42]  M. Kabdaşli,et al.  3D Experimental investigation of the structural response and the effectiveness of a moored floating breakwater with flexibly connected modules , 2014 .

[43]  J. Cui,et al.  An experimental study on hydrodynamic performance of a box-floating breakwater in different terrains , 2020 .