Fan, Joshua

1. A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield Prediction
   2021/11/17 by Joshua Fan, Junwen Bai, Fan, Joshua +7 · 7 citations
   Agricultural and Biological Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Smart Agriculture and AI
2. Biogeochemistry-Informed Neural Network (BINN) for Improving Accuracy of Model Prediction and Scientific Understanding of Soil Organic Carbon
   2025/02/02 by HX Xu, Xu, Haodi, Joshua Fan +15 · 3 citations
   Computer Science · Environmental Science · #Advanced Computational Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Geochemistry and Geologic Mapping #Geophysics (physics.geo-ph) #Soil Geostatistics and Mapping
3. Monitoring Vegetation From Space at Extremely Fine Resolutions via Coarsely-Supervised Smooth U-Net
   2022/07/16 by Fan, Joshua, Chen, Di, Wen, Jiaming +2 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences