Progress in ENSO prediction and predictability study

Y Tang, RH Zhang, T Liu, W Duan, D Yang… - National Science …, 2018 - academic.oup.com
ENSO is the strongest interannual signal in the global climate system with worldwide
climatic, ecological and societal impacts. Over the past decades, the research about ENSO …

Big Data Management and Analytics in Scientific Programming: A Deep Learning‐Based Method for Aspect Category Classification of Question‐Answering‐Style …

H Wu, M Liu, S Zhang, Z Wang… - Scientific …, 2020 - Wiley Online Library
Online product reviews are exploring on e‐commerce platforms, and mining aspect‐level
product information contained in those reviews has great economic benefit. The aspect …

Exploring the initial errors that cause a significant “spring predictability barrier” for El Niño events

W Duan, X Liu, K Zhu, M Mu - Journal of Geophysical …, 2009 - Wiley Online Library
Within the Zebiak‐Cane model, we identify two types of initial errors that have significant
season‐dependent evolutions related to the spring predictability barrier (SPB) for El Niño events…

CNOP‐based adaptive observation network designed for improving upstream Kuroshio transport prediction

…, M Mu, Q Wang, B Yin, S Liu - Journal of Geophysical …, 2019 - Wiley Online Library
Using the Regional Ocean Modeling System and the conditional nonlinear optimal perturbation
(CNOP) approach, this study explored a CNOP‐based adaptive observation system …

Question-answering aspect classification with hierarchical attention network

H Wu, M Liu, J Wang, J Xie, C Shen - Chinese Computational Linguistics …, 2018 - Springer
In e-commerce websites, user-generated question-answering text pairs generally contain
rich aspect information of products. In this paper, we address a new task, namely Question-…

The nonlinear optimal triggering perturbation of the Kuroshio large meander and its evolution in a regional ocean model

X Liu, M Mu, Q Wang - Journal of Physical Oceanography, 2018 - journals.ametsoc.org
Based on the Regional Ocean Modeling System (ROMS) and the conditional nonlinear optimal
perturbation (CNOP) method, we explore the nonlinear optimal triggering perturbation of …

Planetary scale selection of the Madden–Julian Oscillation in an air-sea coupled dynamic moisture model

Y Wei, F Liu, M Mu, HL Ren - Climate Dynamics, 2018 - Springer
The authors present an air–sea coupled dynamic moisture (ASDM) model to explore the
mechanism of preferred planetary scale of the Madden–Julian Oscillation (MJO). This ASDM …

Multi-label aspect classification on question-answering text with contextualized attention-based neural network

H Wu, S Zhang, J Wang, M Liu, S Li - Chinese Computational Linguistics …, 2019 - Springer
In the e-commerce websites, such as Taobao and Amazon, interactive question-answering (QA)
style reviews usually carry rich aspect information of products. To well automatically …

Question-answering aspect classification with multi-attention representation

H Wu, M Liu, J Wang, J Xie, S Li - … 2018, Guilin, China, September 27–29 …, 2018 - Springer
In e-commerce platforms, the question-answering style reviews are emerging, which usually
contains much aspect-related information about products. In this paper, Question-answering …

Identifying the sensitive areas in targeted observation for predicting the Kuroshio large meander path in a regional ocean model

X Liu, Q Wang, M Mu - Acta Oceanologica Sinica, 2022 - Springer
With the Regional Ocean Modeling System (ROMS), this paper investigates the sensitive
areas in targeted observation for predicting the Kuroshio large meander (LM) path using the …