Fenghua Ling

发表

Predictability of sea surface temperature anomalies at the eastern pole of the Indian Ocean Dipole—using a convolutional neural network model

Ming Feng, A. Hobday, J. Hartog, 2022, Frontiers in Climate.

Multi-task machine learning improves multi-seasonal prediction of the Indian Ocean Dipole

Wanli Ouyang, T. Yamagata, Jing‐Jia Luo, 2022, Nature communications.

Two deep learning-based bias-correction pathways improve summer precipitation prediction over China

Jing‐Jia Luo, Xiaohui Zhong, Fenghua Ling, 2022, Environmental Research Letters.

Wave forecast in the Atlantic Ocean using a double-stage ConvLSTM network

Jing‐Jia Luo, L. Bai, L. Ouyang, 2023, Atmospheric and Oceanic Science Letters.

Research on Provincial-Level Soil Moisture Prediction Based on Extreme Gradient Boosting Model

Yifang Ren, Yong Wang, Fenghua Ling, 2023, Agriculture.

Analysis of CSR activities Affecting Corporate Value Using Machine Learning

Hayato Ohwada, Feng Ling, Kanau Mitsuzuka, 2017, ICMLC.

FengWu: Pushing the Skillful Global Medium-range Weather Forecast beyond 10 Days Lead

Xi Chen, Wanli Ouyang, Tao Han, 2023, ArXiv.

Improving Seasonal Forecast of Summer Precipitation in Southeastern China using CycleGAN Deep Learning Bias Correction

Jing‐Jia Luo, Song Yang, L. Bai, 2023 .

Towards an End-to-End Artificial Intelligence Driven Global Weather Forecasting System

Fenghua Ling, Peng Ye, Wanli Ouyang, 2023, ArXiv.

FengWu-GHR: Learning the Kilometer-scale Medium-range Global Weather Forecasting

Kang Chen, Junchao Gong, Fenghua Ling, 2024, ArXiv.

ResoNet: Robust and Explainable ENSO Forecasts with Hybrid Convolution and Transformer Networks

Fenghua Ling, Tao Tang, Wanli Ouyang, 2023, ArXiv.

ORCA: A Global Ocean Emulator for Multi-year to Decadal Predictions

Fenghua Ling, Wanli Ouyang, Lei Bai, 2024, 2405.15412.

Improving Global Weather and Ocean Wave Forecast with Large Artificial Intelligence Models

Fenghua Ling, Lei Bai, Tao Han, 2024, 2401.16669.

Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling

Fenghua Ling, Wanli Ouyang, Lei Bai, 2024, ArXiv.

Diffusion Model-based Probabilistic Downscaling for 180-year East Asian Climate Reconstruction

S. Behera, Fenghua Ling, Jing-Jia Luo, 2024, npj Climate and Atmospheric Science.