no code implementations • 4 Apr 2024 • Alvaro Carbonero, Shaowen Mao, Mohamed Mehana
To address the urgent challenge of climate change, there is a critical need to transition away from fossil fuels towards sustainable energy systems, with renewable energy sources playing a pivotal role.
no code implementations • 6 Aug 2023 • Abdeldjalil Latrach, Mohamed Lamine Malki, Misael Morales, Mohamed Mehana, Minou Rabiei
However, machine and deep learning models lack interpretability and limited domain-specific knowledge, especially in applications such as physics and engineering.
no code implementations • 20 Sep 2022 • Satish Karra, Mohamed 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
Throughout computational science, there is a growing need to utilize the continual improvements in raw computational horsepower to achieve greater physical fidelity through scale-bridging over brute-force increases in the number of mesh elements.