Physics-informed deep-learning parameterization of ocean vertical mixing improves climate simulations
Author(s) -
Yuchao Zhu,
RongHua Zhang,
James N. Moum,
Fan Wang,
Xiaofeng Li,
Delei Li
Publication year - 2022
Publication title -
national science review
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.433
H-Index - 54
eISSN - 2095-5138
pISSN - 2053-714X
DOI - 10.1093/nsr/nwac044
Subject(s) - mixing (physics) , generalization , climate model , artificial neural network , ocean observations , hydrography , deep sea , climatology , meteorology , computer science , turbulence , environmental science , oceanography , climate change , artificial intelligence , geology , physics , mathematics , quantum mechanics , mathematical analysis
Accelerating Research
Robert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom
Address
John Eccles HouseRobert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom