BriefGPT.xyz
Apr, 2023
从数据自动识别动力系统
Automatically identifying dynamical systems from data
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Kevin Egan, Weizhen Li, Rui Carvalho
TL;DR
本文提出了一种方法，通过集成去噪技术、稀疏回归和自举置信区间来自动识别动力学定律，从而在物理、生物科学以及工程等各领域中有望影响对复杂系统的理解。
Abstract
Discovering
nonlinear differential equations
that describe
system dynamics
from empirical data is a fundamental challenge in contemporary science. Here, we propose a methodology to automatically identify
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