Search Results for author: M. Balandat

Found 2 papers, 1 papers with code

Enhancing predictive capabilities in fusion burning plasmas through surrogate-based optimization in core transport solvers

1 code implementation19 Dec 2023 P. Rodriguez-Fernandez, N. T. Howard, A. Saltzman, S. Kantamneni, J. Candy, C. Holland, M. Balandat, S. Ament, A. E. White

This work presents the PORTALS framework, which leverages surrogate modeling and optimization techniques to enable the prediction of core plasma profiles and performance with nonlinear gyrokinetic simulations at significantly reduced cost, with no loss of accuracy.

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