百晓学者学者目录

郭云霞

讲师，山东科技大学

精选作品

期刊论文

2026

A Comparative Study of Seven Machine Learning Algorithms for Stochastic Simulation of Typhoon Track and Intensity

Yanhua Sun, Baoxiao Sui, Ai-Lian Li, Yunxia Guo

Journal of Marine Science and Engineering

DOI

2026

Machine learning-based stochastic modeling for typhoon full-track simulation in the Northwest Pacific: a multi-source coupled analysis of ocean–atmosphere interactions

Baoxiao Sui, Yong Fang, Ai-Lian Li, Yunxia Guo

Theoretical and Applied Climatology

DOI

2026

Deep learning-based sea level anomaly forecasting around Taiwan Island integrating ConvLSTM and attention mechanism

Yuliang Mei, Yuqi Yin, Yunxia Guo, Po Hu, Yong Fang

Frontiers in Marine Science

DOI

2026

Multi-Lead Storm Surge Forecasting along the Zhejiang Coast Based on Attention-Enhanced Deep Learning

Siqi Li, Yong Fang, Ai-Lian Li, Yunxia Guo

2026 6th International Conference on Artificial Intelligence, Big Data and Algorithms (CAIBDA)

DOI

2025

Typhoon and Storm Surge Hazard Analysis Along the Coast of Zhejiang Province in China Using TCRM and Machine Learning

Yong Fang, Xiangyu Li, Yanhua Sun, Ai-Lian Li, Yunxia Guo

Journal of Marine Science and Engineering

DOI

2023

Forecasting of Mesoscale Eddies in the Kuroshio Extension Based on Temporal Modes-Enhanced Neural Network

Haitong Wang, Yunxia Guo, Yuan Kong, Yong Fang

Journal of Marine Science and Engineering

DOI

2020

中国东南沿海区域台风及其风暴潮模拟与危险性分析

郭云霞

《中国科学院大学(中国科学院海洋研究所)》

2020

Monte-Carlo模拟与经验路径模型预测台风极值风速的对比

郭云霞，侯一筠，齐鹏

《海洋学报》

2020

中国东南沿海区域台风数值模拟与危险性分析

郭云霞，侯一筠，齐鹏

《海洋科学》

2019

reply to Anonymous Referee #1

Yunxia Guo

DOI

研究方向

海洋环流与灾害、应用海洋学、大数据分析等相关研究工作

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