Review on Applications of Machine Learning in Coastal and Ocean Engineering
Recently, an analysis method using machine learning for solving problems in coastal and ocean engineering has been highlighted. Machine learning models are effective modeling tools for predicting specific parameters by learning complex relationships ...
Taeyoon Kim, Woo-Dong Lee
doaj +2 more sources
Mechanical Metamaterials Gyro-Structure Piezoelectric Nanogenerators for Energy Harvesting under Quasi-Static Excitations in Ocean Engineering. [PDF]
In this study, we develop the mechanical metamaterial-enabled piezoelectric nanogenerators in the gyro-structure, which is reported as a novel green energy solution to generate electrical power under quasi-static excitations (i.e.,
Jiao P, Yang Y, Egbe KI, He Z, Lin Y.
europepmc +2 more sources
Modeling the dominance of the gradient drift or Kelvin–Helmholtz instability in sheared ionospheric E × B flows [PDF]
Studies have shown that in sheared E×B flows in an inhomogeneous ionospheric plasma, the gradient drift (GDI) or the Kelvin-Helmholtz (KHI) instability may grow. This work examines the conditions that cause one of these instabilities to dominate over the
C. Rathod+6 more
semanticscholar +1 more source
On the state-of-the-art of particle methods for coastal and ocean engineering [PDF]
Hitoshi GOTOH, Abbas Khayyer
openalex +2 more sources
Thematic Domain Analysis for Ocean Modeling [PDF]
Ocean science is a discipline that employs ocean models as an essential research asset. Such scientific modeling provides mathematical abstractions of real-world systems, e.g., the oceans. These models are then coded as implementations of the mathematical abstractions. The developed software systems are called models of the real-world system.
arxiv +1 more source
Software Development Processes in Ocean System Modeling [PDF]
Scientific modeling provides mathematical abstractions of real-world systems and builds software as implementations of these mathematical abstractions. Ocean science is a multidisciplinary discipline developing scientific models and simulations as ocean system models that are an essential research asset.
arxiv +1 more source
Research Progress of SPH Simulations for Complex Multiphase Flows in Ocean Engineering
Complex multiphase flow problems in ocean engineering have long been challenging topics. Problems such as large deformations at interfaces, multi-media interfaces, and multiple physical processes are difficult to simulate.
Xiangshan Guan+6 more
semanticscholar +1 more source
Overview of Moving Particle Semi-implicit Techniques for Hydrodynamic Problems in Ocean Engineering
With the significant development of computer hardware, many advanced numerical techniques have been proposed to investigate complex hydrodynamic problems.
Feng Xie, Weiwen Zhao, D. Wan
semanticscholar +1 more source
Self-preserving ice layers on CO2 clathrate particles: implications for Enceladus, Pluto and similar ocean worlds [PDF]
Under both engineering and natural conditions on Earth and in the Universe, some gas hydrates are found to be stabilised outside their window of thermodynamic stability by the formation of an ice layer-a phenomenon termed self-preservation. Low occupancy surface regions on type I CO2 clathrate structures together with the self-preserving ice layer lead
arxiv +1 more source
A new type of wave power generation system was proposed by using bending plate type generator installed in a vertical slit type breakwater. The system has some advantage compared with other systems; namely, (i) no occupation of the sea surface, (ii ...
Tatsuro WAKIMOTO+4 more
doaj +1 more source