Jacob Arndt Data Scientist Contact 865.341.3661 | ARNDTJW@ORNL.GOV All Publications OReole-FM: successes and challenges toward billion-parameter foundation models for high-resolution satellite imagery A Science Gateway for the Repeatable Analysis of Machine Learning Predicted Gravity Anomalies... Conditional Experts for Improved Building Damage Assessment Across Satellite Imagery View Angles Deep Learning Scene Classification Experiments in Automatic Detection of Slums on Planetscope Imagery... Towards Diverse and Representative Global Pretraining Datasets for Remote Sensing Foundation Models... Introducing SpaceNet 9 - Cross-Modal Satellite Imagery Registration for Natural Disaster Responses Benchmarking and end-to-end considerations for GeoAI-enabled decision making Scaling Automatic Vector Data Alignment to Satellite Imagery Towards Geospatial Knowledge Graph Infused Neuro-Symbolic AI for Remote Sensing Scene Understanding TOWARDS RAPID RESPONSE UPDATES OF POPULATIONS AT RISK... SpaceNet 8 - The Detection of Flooded Roads and Buildings ReSFlow: A Remote Sensing Imagery Data-Flow for Improved Model Generalization Large-Scale Classification of Urban Structural Units From Remote Sensing Imagery Sampling Subjective Polygons for Patch-Based Deep Learning Land-Use Classification in Satellite Images Multiscale Based Characterization and Classification of Urban Land-Use Key Links Organizations National Security Sciences Directorate Geospatial Science and Human Security Division Geographic Data Science Section GeoAI Group
