2 papers
cs.LG2025
Model-Agnostic Knowledge Guided Correction for Improved Neural Surrogate Rollout
Bharat Srikishan, Daniel O'Malley, Mohamed Mehana +2
Modeling the evolution of physical systems is critical to many applications in science and engineering. As the evolution of these systems is governed by partial differential equati…
cs.LG2024
Enabling Clean Energy Resilience with Machine Learning-Empowered Underground Hydrogen Storage
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 p…