2022: Q2

The hPIC-surrogate MATLAB code creates surrogate ion energy-angle distribution (IEAD) models based on hPIC data and performs sensitivity analysis.

Publication: P. Seleson, M. Mustafa, D. Curreli, C. D. Hauck, M. Stoyanov, and D. E. Bernholdt, Data-driven surrogate modeling of hPIC ion energy-angle distributions for high-dimensional sensitivity analysis of plasma parameters' uncertainty, Computer Physics Communications 279 (2022): 108436.

Keywords Data Science & Machine Learning Machine Learning Reduced-order models Data Analysis & Visualization Data Visualization Statistical Analysis Algorithmic Innovation Reduced-order models Uncertainty Quantification

Last Updated: September 27, 2022 - 3:52 pm