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nonlinear modeling

2 stories related to this topic, newest first.

Researchers Introduce RRAEDy Method for Adaptive Latent Linearization in Nonlinear Dynamical SystemsSubstrate placeholder — needs review
science49 days ago

Researchers Introduce RRAEDy Method for Adaptive Latent Linearization in Nonlinear Dynamical Systems

A new method called RRAEDy enables adaptive determination of latent dimensions in models for nonlinear dynamical systems. The approach addresses limitations in existing latent-space models that require fixed dimensions and rely on tuned loss functions for linear approximations. N…

nature.com
1 source
Researchers Develop Algorithm for Parameter Optimization in Nonlinear Wiener Systems with BacklashSubstrate placeholder — needs review
science49 days ago

Researchers Develop Algorithm for Parameter Optimization in Nonlinear Wiener Systems with Backlash

Scientists have introduced a repetitive learning-based fractional order parameter optimization algorithm for extended Wiener systems that include backlash nonlinearity and operate under binary-valued data. The method aims to improve accuracy in estimating system parameters. This…

nature.com
1 source