Mohammed Mehana

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 5

Top Topics

Active Learning

Selective Sampling

Top Venues

J. Comput. Phys.

J. Open Source Softw.

Int. J. Appl. Earth Obs. Geoinformation

Publications

Ismot Jahan, Mohammed Mehana, Georgios Matheou, Hari S. Viswanathan
Deep Learning-Based quantifications of methane emissions with field applications. Int. J. Appl. Earth Obs. Geoinformation 132 (2024)
Aleksandra Pachalieva, Robert S. Pavel, Javier E. Santos, Abdourahmane Diaw, Nicholas Lubbers, Mohammed Mehana, Jeffrey R. Haack, Hari S. Viswanathan, Daniel Livescu, Timothy C. Germann, Christoph Junghans
GLUE Code: A framework handling communication and interfaces between scales. J. Open Source Softw. 7 (80) (2022)
Satish Karra, Mohammed Mehana, Nicholas Lubbers, Yu Chen, Abdourahmane Diaw, Javier E. Santos, Aleksandra Pachalieva, Robert S. Pavel, Jeffrey R. Haack, Michael McKerns, Christoph Junghans, Qinjun Kang, Daniel Livescu, Timothy C. Germann, Hari S. Viswanathan
Predictive Scale-Bridging Simulations through Active Learning. CoRR (2022)
Kun Wang, Yu Chen, Mohammed Mehana, Nicholas Lubbers, Kane C. Bennett, Qinjun Kang, Hari S. Viswanathan, Timothy C. Germann
A physics-informed and hierarchically regularized data-driven model for predicting fluid flow through porous media. J. Comput. Phys. 443 (2021)
Javier E. Santos, Mohammed Mehana, Hao Wu, Masa Prodanovic, Michael J. Pyrcz, Qinjun Kang, Nicholas Lubbers, Hari S. Viswanathan
Modeling nanoconfinement effects using active learning. CoRR (2020)