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SMARTS (Surrogate Models for Accurate and Rapid Transport Solutions) is one of 12 SciDAC-5 partnerships between the Offices of Fusion Energy Sciences and Advanced Scientific Computing Research in the US Department of Energy Office of Science.
SMARTS (Surrogate Models for Accurate and Rapid Transport Solutions) is one of 12 SciDAC-5 partnerships between the Offices of Fusion Energy Sciences and Advanced Scientific Computing Research in the US Department of Energy Office of Science.
The goal of the SMARTS project is to provide validated modeling and simulation capabilities that enable accurate and computationally efficient predictions of multi-species particle and thermal confinement in tokamak burning plasmas. To do so, we are combining demonstrated advances in GPU acceleration of gyrokinetic codes, applications of Bayesian optimization and surrogate models to transport in fusion plasmas, and tokamak-integrated modeling capabilities.
The goal of the SMARTS project is to provide validated modeling and simulation capabilities that enable accurate and computationally efficient predictions of multi-species particle and thermal confinement in tokamak burning plasmas. To do so, we are combining demonstrated advances in GPU acceleration of gyrokinetic codes, applications of Bayesian optimization and surrogate models to transport in fusion plasmas, and tokamak-integrated modeling capabilities.
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