Extracting forces from noisy dynamics in dusty plasmas.
Sign Up to like & getrecommendations! Published in 2022 at "Physical review. E"
DOI: 10.1103/physreve.106.035303
Abstract: Extracting environmental forces from noisy data is a common yet challenging task in complex physical systems. Machine learning (ML) represents a robust approach to this problem, yet is mostly tested on simulated data with known… read more here.
Keywords: dynamics dusty; forces noisy; plasma; noisy dynamics ... See more keywords
Reconstructing links in directed networks from noisy dynamics.
Sign Up to like & getrecommendations! Published in 2017 at "Physical Review E"
DOI: 10.1103/physreve.95.010301
Abstract: We address the long-standing challenge of how to reconstruct links in directed networks from measurements, and present a general method that makes use of a noise-induced relation between network structure and both the time-lagged covariance… read more here.
Keywords: directed networks; reconstructing links; links directed; networks noisy ... See more keywords