This algorithm enables the identification of profoundly nonlinear dynamics through the SINDy framework, eliminating the need for extensive datasets. This is particularly advantageous in real-life situations where low-data limit is prominent [2], owing to the framework's strong generalisation capabilities [3] and low computational costs.

She later had a recurring role as Officer Sindy Cahill in the second season of CHiPs (1978–1979). Her first appearance on CHiPs was in the episode “Family Crisis” (S2Ep3).

SINDy is a model discovery method which uses sparse regression to infer nonlinear dynamical systems from measurement data. The resulting models are inherently interpretable and generalizable.

Apr 24, 2024 · We demonstrate the ability of the Nested SINDy approach to accurately find symbolic expressions for simple systems, such as basic trigonometric functions, and sparse (false but accurate) analytical representations for more complex systems.

SINDy-PI: a robust algorithm for parallel implicit sparse identification of nonlinear dynamics. Proceedings of the Royal Society A, 476 (2242), 20200279.” Youtube description can be found here https://www.youtube.com/watch?v=sP8JXF9_wAs.

SINDy（Sparse Identification of Nonlinear Dynamics）方法是一种强大的 数据驱动 技术，用于从时间序列数据中推导出系统的非线性动力学方程。

Back at Central, Ponch wheels Sindy down the hallway so that she doesn't have to walk and give away her injury. Later, Jon stops by her apartment and confronts her about her ankle.

Aug 1, 2023 · We present an approach called Derivative-based SINDy (DSINDy) that combines two novel methods to improve ODE recovery at high-noise levels. First, we denoise the state variables by applying a projection operator that leverages the …

The ongoing adventures of Sindy Life in Play Town. It's the grand re-opening of The Little Sindy Museum but will it be a success?

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