S. Bozhenkov

FPGA acceleration of Bayesian model based analysis for time-independent problems

2017

Inverse problems in plasma physics commonly face a tradeoff between approximated real-time schemes or post-processed rigorous uncertainty handling. Bayesian analysis allows parameter and uncertainty estimation as well as joint analysis of multiple diagnostics in a …