From Texts to Pixels: Leveraging Artificial Intelligence to Achieve Novel Insights into Hydrologic Research, Human-Drought Interactions, and Global Drought Prediction - Mashrekur Rahman (2024)

Physically Interpretable AlphaEarth Foundation Model Embeddings Enable LLM-Based Land Surface Intelligence. - Mashrekur Rahman (CoRR, 2026)

Characterizing AlphaEarth Embedding Geometry for Agentic Environmental Reasoning. - Mashrekur Rahman; Samuel J. Barrett; Christina Last (CoRR, 2026)

Mini-JEPA Foundation Model Fleet Enables Agentic Hydrologic Intelligence. - Mashrekur Rahman (CoRR, 2026)