A few-shot identification method for stochastic dynamical systems based on residual multipeaks adaptive sampling.
Sign Up to like & getrecommendations! Published in 2024 at "Chaos"
DOI: 10.1063/5.0209779
Abstract: Neural networks are popular data-driven modeling tools that come with high data collection costs. This paper proposes a residual-based multipeaks adaptive sampling (RMAS) algorithm, which can reduce the demand for a large number of samples… read more here.
Keywords: multipeaks adaptive; method; dynamical systems; adaptive sampling ... See more keywords