The center for multiscale plasma dynamics

Kevrekidis, Yannis G¹ 

[1] Princeton Univ., Princeton, NJ (United States)

关键词: multiscale modeling;    equation-free;    coarse-graining;    plasma dynamics;    data mining;   

DOI  :  10.2172/1167451
RP-ID  :  Final Report
PID  :  OSTI ID: 1167451

美国|英语

来源: SciTech Connect

【 摘 要 】

This final report describes research performed in Princeton University, led by Professor Yannis G. Kevrekidis, over a period of six years (August 1, 2014 to July 31, 2010, including a one-year, no-cost extension) as part of the Center for Multiscale Plasma Dynamics led by the University of Maryland. The work resulted in the development and implementation of several multiscale algorithms based on the equation-free approach pioneered by the PI, including its applications in plasma dynamics problems. These algoriithms include coarse projective integration and coarse stability/bifurcation computations. In the later stages of the work, new links were made between this multiscale, coarse-graining approach and advances in data mining/machine learning algorithms.