The deadline to submit a session, town hall, or pre-conference workshop proposal for AGU25 has passed. Please search for and review proposed sessions below. Please note this site is frozen as of 4/29/25 and will not reflect any changes to proposals made after this date.


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Abstract: High-resolution wind fields for operational methane monitoring at oil and gas sites by integrating physics-based simulations, field observations, and scientific machine learning (AGU25)

High-resolution wind fields for operational methane monitoring at oil and gas sites by integrating physics-based simulations, field observations, and scientific machine learning

Arash Fathi, ExxonMobil Houston, Houston, TX, United States, Ehsan Kharazmi, Brown University, Providence, United States, Erin Menezes, MIT, Boston, United States, George Em Karniadakis, The Division of Applied Mathematics, Brown University, Providence, RI, United States and Anantha Sundaram, ExxonMobil Technology & Engineering Company, Annandale, United States