Author

Mahmoud Mbarak

Observed name: Mbarak, Mahmoud

Institution: The University of Texas at Austin

Observed institution: The University of Texas at Austin

ORCID: 0009-0008-7632-7524

Observed ORCID: 0009-0008-7632-7524

OpenAlex ID: A5120749756

A deep learning bias-correction layer for land surface models: application to soil moisture during drought and hurricane events

2026 · Mahmoud Mbarak, Manmeet Singh, et al. · Machine Learning Earth · 1

Impacts of Spatial Resolution, Groundwater Parameterizations, and Vadose Zone Thickness on Land Surface Simulations

2026 · Mahmoud Mbarak, Zong‐Liang Yang · Water Resources Research

Tropical forest responses to climate extremes: an analysis using an individual-based demographic vegetation model

2026 · Mazen Nakad, Mahmoud Mbarak, et al.

Towards NoahMP-AI: Enhancing Land Surface Model Prediction with Deep Learning

2025 · Mbarak, Mahmoud, Singh, Manmeet, et al. · arXiv (Cornell University)

Works count: 4

Citation count: 1

H-index: 1

I10-index: