Jason Wohlgemuth
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View article: Modern Programming Libraries and Infrastructures for Raster Data Analysis
Modern Programming Libraries and Infrastructures for Raster Data Analysis Open
View article: A Science Gateway for the Repeatable Analysis of Machine Learning Predicted Gravity Anomalies
A Science Gateway for the Repeatable Analysis of Machine Learning Predicted Gravity Anomalies Open
In recent years, deep learning has become an increasingly popular alternative for modeling in geoscience applications due to its scalability and efficiency. However, the interpretability, compute, data volume, and hyperparameter tuning req…
View article: Towards Geospatial Knowledge Graph Infused Neuro-Symbolic AI for Remote Sensing Scene Understanding
Towards Geospatial Knowledge Graph Infused Neuro-Symbolic AI for Remote Sensing Scene Understanding Open
Deep learning has proven its effectiveness in numerous tasks for remote sensing scene understanding. However there is an increasing interest to explore fusion of domain-specific background information to the deep neural network to further …