中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
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寒区旱区环境与工程... [19]
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Sea Surface Temperature and Marine Heat Wave Predictions in the South China Sea: A 3D U-Net Deep Learning Model Integrating Multi-Source Data
期刊论文
OAI收割
ATMOSPHERE, 2024, 卷号: 15, 期号: 1, 页码: 20
作者:
Xie, Bowen
;
Qi, Jifeng
;
Yang, Shuguo
;
Sun, Guimin
;
Feng, Zhongkun
  |  
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2024/04/07
sea surface temperature
deep learning
3D U-Net model
marine heat waves
South China Sea
multi-source data
Counteracting effects on ENSO induced by ocean chlorophyll interannual variability and tropical instability wave-scale perturbations in the tropical Pacific
期刊论文
OAI收割
SCIENCE CHINA-EARTH SCIENCES, 2023, 页码: 18
作者:
Zhang, Rong-Hua
;
Tian, Feng
;
Shi, Qidong
;
Wang, Xiujun
;
Wu, Tongwen
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2024/04/07
Ocean chlorophyll
Bio-climate feedbacks
Interannual variability
Tropical instability waves
Counteracting effects
A hybrid coupled model
Effects of Wind Stress Uncertainty on Short-Term Prediction of the Kuroshio Extension State Transition Process
期刊论文
OAI收割
JOURNAL OF PHYSICAL OCEANOGRAPHY, 2023, 卷号: 53, 期号: 12, 页码: 2751-2771
作者:
Zhang, Hui
;
Wang, Qiang
;
Mu, Mu
;
Zhang, Kun
;
Geng, Yu
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2024/04/07
Wind
Forecast verification/skill
Numerical weather prediction/forecasting
Mesoscale models
A Review of Application of Machine Learning in Storm Surge Problems
期刊论文
OAI收割
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 卷号: 11, 期号: 9, 页码: 35
作者:
Qin, Yue
;
Su, Changyu
;
Chu, Dongdong
;
Zhang, Jicai
;
Song, Jinbao
  |  
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/11/15
storm surge prediction
machine learning
hybrid methods
physics-informed neural networks
CFD simulation for reduction of pyrolusite in fluidized beds
期刊论文
OAI收割
PARTICUOLOGY, 2023, 卷号: 79, 页码: 109-120
作者:
Zhu, Jingyi
;
Liu, Qi
;
Zou, Zheng
;
Zhu, Qingshan
;
Li, Hongzhong
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2023/05/19
Heterogeneous flow structure
Chemical reaction kinetics
CFD
Bubbling fluidized bed
Pyrolusite reduction reaction
基于异构并行的山洪动力演进模型和模拟研究
期刊论文
OAI收割
华中科技大学学报. 自然科学版, 2023, 卷号: 51, 期号: 1, 页码: 16-25
作者:
王富磊
;
欧阳朝军
  |  
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/05/22
flood forecast
rain flood process
diffusion-wave model
heterogeneous parallel
numerical simulation
山洪预报
雨洪过程
扩散波模型
异构并行
数值模拟
Generalised Latent Assimilation in Heterogeneous Reduced Spaces with Machine Learning Surrogate Models
期刊论文
OAI收割
JOURNAL OF SCIENTIFIC COMPUTING, 2023, 卷号: 94, 期号: 1, 页码: 37
作者:
Cheng, Sibo
;
Chen, Jianhua
;
Anastasiou, Charitos
;
Angeli, Panagiota
;
Matar, Omar K. K.
  |  
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2023/02/24
Deep learning
Data assimilation
Reduced-order-modelling
Explainable AI
Recurrent neural networks
Predicting the Daily Sea Ice Concentration on a Subseasonal Scale of the Pan-Arctic During the Melting Season by a Deep Learning Model
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 15
作者:
Ren, Yibin
;
Li, Xiaofeng
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/12/13
Predictive models
Atmospheric modeling
Sea ice
Numerical models
Arctic
Ocean temperature
Data models
Deep learning
Pan-Arctic
physically constrained loss function
sea ice concentration (SIC) prediction
subseasonal scale
Regional Predictions of Air Pollution in Guangzhou: Preliminary Results and Multi-Model Cross-Validations
期刊论文
OAI收割
ATMOSPHERE, 2022, 卷号: 13
作者:
Qiao, Zhi
;
Cui, Shengcheng
;
Pei, Chenglei
;
Ye, Zhou
;
Wu, Xiaoqing
  |  
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/12/23
WRF-Chem
back propagation neural network
long short-term memory
air pollution
Guangzhou
A Two-Stage Framework for Bias and Reliability Tests of Ensemble Hydroclimatic Forecasts
期刊论文
OAI收割
WATER RESOURCES RESEARCH, 2022, 卷号: 58, 期号: 9, 页码: 22
作者:
Zhao, Tongtiegang
;
Xiong, Shaotang
;
Wang, Jiabiao
;
Liu, Zhiyong
;
Tian, Yu
  |  
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/11/09
ensemble forecasts
global precipitation
predictive performance
probability integral transform
bias
reliability