Yichen Yao

WRF–ML v1.0: a bridge between WRF v4.3 and machine learning parameterizations and its application to atmospheric radiative transfer

Xiaohui Zhong, Zhijian Ma, Yichen Yao et al. · Geoscientific model development · 2023 · 30 citations · Full text

Engineering, Machine Learning, Computational Model +20

A Physics‐Incorporated Deep Learning Framework for Parameterization of Atmospheric Radiative Transfer

Yichen Yao, Xiaohui Zhong, Yongjun Zheng et al. · Journal of Advances in Modeling Earth Systems · 2023 · 21 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Tropical Cyclone Intensity Probabilistic Forecasting System Based on Deep Learning

Fan Meng, Kun‐Lin Yang, Yichen Yao et al. · International Journal of Intelligent Systems · 2023 · 20 citations · Full text

Can Sophisticated Dispatching Strategy Acquired by Reinforcement Learning? - A Case Study in Dynamic Courier Dispatching System

Yujie Chen, Qian Yu, Yichen Yao et al. · arXiv (Cornell University) · 2019 · 16 citations · Full text

Multi-agent Reinforcement Learning, Engineering, Education +21

Learning to Cooperate: Application of Deep Reinforcement Learning for Online AGV Path Finding

Yi Zhang, Yu Qian, Yichen Yao et al. · 2020 · 15 citations