Concepedia

Machine Learning For Wave Forecasting

Machine Learning for Wave Forecasting is a computational methodology that applies machine learning algorithms to predict ocean wave characteristics by learning patterns from historical and real-time marine data, distinguishing it from traditional numerical wave forecasting through its data-driven, non-linear modeling approach.

195

Publications

11.1K

Citations

580

Authors

281

Institutions

Publications per year

2017–2026

146

Parents

Publications

195

Real time wave forecasting using neural networks

M. C. Deo, C. Sridhar Naidu · Ocean Engineering · 1998 · 358 citations

, , +14

Neural networks for wave forecasting

M. C. Deo, Ankit Jha, A.S. Chaphekar et al. · Ocean Engineering · 2001 · 301 citations

, , +14

Progress in ocean wave forecasting

Peter A. E. M. Janssen · Journal of Computational Physics · 2007 · 272 citations

, , +10

Improving wave predictions with artificial neural networks

Oleg Makarynskyy · Ocean Engineering · 2003 · 264 citations

, , +14

Significant wave height forecasting via an extreme learning machine model integrated with improved complete ensemble empirical mode decomposition

Mumtaz Ali, Ramendra Prasad · Renewable and Sustainable Energy Reviews · 2019 · 237 citations · Full text

, , +14

1–5 of 195

Authors

580

  1. MC
    M. C. Deo

    Indian Institute of Technology Bombay, India

    6 publications · 971 citations

    6

    h-index

  2. LH
    Limin Huang

    Harbin Engineering University, China

    5 publications · 361 citations

    5

    h-index

  3. SL
    Shreenivas Londhe

    International Institute of Information Technology, India

    4 publications · 266 citations

    4

    h-index

  4. MA
    Mumtaz Ali

    University of Southern Queensland, Australia

    4 publications · 420 citations

    4

    h-index

  5. YX
    Yong Xiang

    Deakin University, Australia

    3 publications · 183 citations

    3

    h-index

1–5 of 580

Institutions

281

  1. Harbin Engineering University

    Harbin, China

    7 h-index

    28 publications

    1.7K citations

  2. Dalian University of Technology

    Dalian, China

    7 h-index

    21 publications

    551 citations

  3. Indian Institute of Technology Bombay

    Mumbai, India

    7 h-index

    15 publications

    2.6K citations

  4. University of Southern Queensland

    Toowoomba, Australia

    5 h-index

    8 publications

    816 citations

  5. Shanghai Jiao Tong University

    Shanghai, China

    5 h-index

    17 publications

    410 citations

  6. Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou)

    Guangzhou, China

    5 h-index

    6 publications

    295 citations

  7. China University of Petroleum, East China

    Qingdao, China

    5 h-index

    17 publications

    742 citations

  8. Ocean University of China

    Qingdao, China

    4 h-index

    9 publications

    1K citations

1–8 of 281

Venues

  1. Ocean Engineering

    55 publications · 4.4K citations

    35

    h-index

  2. Journal of Marine Science and Engineering

    9 publications · 296 citations

    9

    h-index

  3. Applied Ocean Research

    7 publications · 474 citations

    7

    h-index

  4. Ocean Modelling

    6 publications · 400 citations

    6

    h-index

  5. Coastal Engineering

    6 publications · 315 citations

    6

    h-index

1–5