Mohamed Mehana

According to our database, Mohamed Mehana authored at least 6 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

In-context learning enables continental-scale subsurface temperature prediction from sparse local observations.

Daniel O'Malley, Christopher W. Johnson, Javier E. Santos, Pablo Lara, Sandro Malusà, Bharat Srikishan, John Kath, Arnab Mazumder, Mohamed Mehana, David Coblentz, Nathan DeBardeleben, Earl Lawrence, Hari S. Viswanathan

CoRR, May, 2026

2025

The Transparent Earth: A Multimodal Foundation Model for the Earth's Subsurface.

Arnab Mazumder, Javier E. Santos, Noah Hobbs, Mohamed Mehana, Daniel O'Malley

CoRR, September, 2025

Model-Agnostic Knowledge Guided Correction for Improved Neural Surrogate Rollout.

Bharat Srikishan, Daniel O'Malley, Mohamed Mehana, Nicholas Lubbers, Nikhil Muralidhar

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Learning a general model of single phase flow in complex 3D porous media.

Javier E. Santos, Agnese Marcato, Qinjun Kang, Mohamed Mehana, Daniel O'Malley, Hari S. Viswanathan, Nicholas Lubbers

Mach. Learn. Sci. Technol., 2024

Enabling Clean Energy Resilience with Machine Learning-Empowered Underground Hydrogen Storage.

Alvaro Carbonero, Shaowen Mao, Mohamed Mehana

CoRR, 2024

2023

A Critical Review of Physics-Informed Machine Learning Applications in Subsurface Energy Systems.

Abdeldjalil Latrach, Mohamed Lamine Malki, Misael Morales, Mohamed Mehana, Minou Rabiei

CoRR, 2023