Data-driven modeling and prediction of non-linearizable dynamics via spectral submanifolds
Por um escritor misterioso
Last updated 21 setembro 2024
Data-driven nonlinear model reduction to spectral submanifolds in mechanical systems Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences
PDF] Data-driven nonlinear model reduction to spectral submanifolds in mechanical systems
George Haller (@GeorgeHallerETH) / X
Efficient Data-Driven Modeling of Nonlinear Dynamical Systems via Metalearning, Journal of Engineering Mechanics
Cluster-based network modeling—From snapshots to complex dynamical systems
Our simplified data-driven SSM construction consists of two main parts
Discovering governing equations from data by sparse identification of nonlinear dynamical systems
PDF) Data-driven modeling and prediction of non-linearizable dynamics via spectral submanifolds
Frontiers Reduced order modeling of non-linear monopile dynamics via an AE-LSTM scheme
Viscous damping of steady-state resonant sloshing in a clean rectangular tank, Journal of Fluid Mechanics
Pulseflow
Frontiers Reduced order modeling of non-linear monopile dynamics via an AE-LSTM scheme
Data-driven nonlinear model reduction to spectral submanifolds in mechanical systems Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences
Fast data-driven model reduction for nonlinear dynamical systems
Predicting complex dynamics from data - Sciena
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