2 papers
cs.LG2026
One-shot learning for the complex dynamical behaviors of weakly nonlinear forced oscillators
Teng Ma, Luca Rosafalco, Wei Cui +2
Extrapolative prediction of complex nonlinear dynamics remains a central challenge in engineering. This study proposes a one-shot learning method to identify global frequency-respo…
stat.ML2019
Data-based wind disaster climate identification algorithm and extreme wind speed prediction
Wei Cui, Teng Ma, Lin Zhao +1
An extreme wind speed estimation method that considers wind hazard climate types is critical for design wind load calculation for building structures affected by mixed climates. Ho…