2022:
Q2
Keywords
Data Science & Machine Learning
Machine Learning
Reduced-order models
Data Analysis & Visualization
Data Visualization
Statistical Analysis
Algorithmic Innovation
Reduced-order models
Uncertainty Quantification
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. https://doi.org/10.1016/j.cpc.2022.108436
Last Updated: September 27, 2022 - 3:52 pm