Search Results for author: Daniel J. Smith

Found 1 papers, 0 papers with code

Real-Time Prediction of Gas Flow Dynamics in Diesel Engines using a Deep Neural Operator Framework

no code implementations2 Apr 2023 Varun Kumar, Somdatta Goswami, Daniel J. Smith, George Em Karniadakis

As an alternative to physics based models, we develop an operator-based regression model (DeepONet) to learn the relevant output states for a mean-value gas flow engine model using the engine operating conditions as input variables.

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