Area(s) of Expertise

Continental shelf sedimentation, seismic profiling, sea-level rise.

Publications

• Comparative machine learning facies prediction using ensemble boosting models and support vector machine versus unsupervised clustering , Discover Geoscience (2026)
• Generative AI for Science , Leanpub (2026)
• Uncertainty-Driven Modeling of Microporosity and Permeability in Clastic Reservoirs Using Random Forest , Natural Resources Research (2026)
• Data-Driven Facies Prediction: A Comparative Study of Random Forest, XGBoost, SVM, CatBoost, and K-Means , Research Square (2025)
• Data-Driven Facies Prediction: A Comparative Study of Random Forest, XGBoost, SVM, CatBoost, and K-Means , (2025)
• Event-Driven Shoreline Dynamics of the Nile, Indus, and Yellow River Deltas: A 50-Year Analysis of Trends and Responses , Earth (2025)
• Forecasting Nile Delta Shoreline Change Until 2050  Using a Shallow Neural Network , (2025)
• High-resolution marine records of human-nature interactions in the Yellow River Basin since 2.2 kyr ago , Global and Planetary Change (2025)
• How to Build and Fine-Tune a Small Language Model , Leanpub (2025)
• Insights from Sediment Export Variability in Three Glacier-Fed Fjords in Disko Bay Kalaallit Nunaat (Greenland) , (2025)

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