Arpan Man Sainju

An attention U-Net model for detection of fine-scale hydrologic streamlines

Zewei Xu, Shaowen Wang, Lawrence V. Stanislawski et al. · Environmental Modelling & Software · 2021 · 52 citations

Attention U-net Model, Machine Vision, Image Analysis +10

Parallel Grid-Based Colocation Mining Algorithms on GPUs for Big Spatial Event Data

Arpan Man Sainju, Danial Aghajarian, Zhe Jiang et al. · IEEE Transactions on Big Data · 2018 · 36 citations

Cluster Computing, Engineering, Gpu Profiling +22

CurvaNet: Geometric Deep Learning based on Directional Curvature for 3D Shape Analysis

Wenchong He, Zhe Jiang, Chengming Zhang et al. · 2020 · 34 citations

Geometric Learning, Convolutional Neural Network, Engineering +25

Geographical Hidden Markov Tree for Flood Extent Mapping

Miao Xie, Zhe Jiang, Arpan Man Sainju · 2018 · 31 citations

National Water Forecasting, Engineering, Machine Learning +21

Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity

Zhe Jiang, Arpan Man Sainju, Yan Li et al. · ACM Transactions on Intelligent Systems and Technology · 2019 · 30 citations

Engineering, Machine Learning, Image Analysis +17