Yize Jiang

New interpretable deep learning model to monitor real-time PM2.5 concentrations from satellite data

Xing Yan, Zhou Zang, Nana Luo et al. · Environment International · 2020 · 116 citations · Full text

A Spatial-Temporal Interpretable Deep Learning Model for improving interpretability and predictive accuracy of satellite-based PM2.5

Xing Yan, Zhou Zang, Yize Jiang et al. · Environmental Pollution · 2021 · 96 citations

Spatiotemporal Diagnostics, Machine Learning, Data Science +9

Structure-Aware Multimodal Deep Learning for Drug–Protein Interaction Prediction

Penglei Wang, Shuangjia Zheng, Yize Jiang et al. · Journal of Chemical Information and Modeling · 2022 · 76 citations

A Deep Learning Approach to Improve the Retrieval of Temperature and Humidity Profiles From a Ground-Based Microwave Radiometer

Xing Yan, Liang Chen, Yize Jiang et al. · IEEE Transactions on Geoscience and Remote Sensing · 2020 · 65 citations

Environmental Monitoring, Engineering, Batch Normalization +22

Cooperative simultaneous inversion of satellite-based real-time PM2.5 and ozone levels using an improved deep learning model with attention mechanism

Xing Yan, Chen Zuo, Zhanqing Li et al. · Environmental Pollution · 2023 · 39 citations · Full text