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Trapping SINDy

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@briandesilva briandesilva released this 06 Jun 22:38
· 1236 commits to master since this release
v1.4.0
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Learn about vigilant mode.

This release introduces the TrappingSINDy optimizer, which "enables the identification of models that, by construction, only produce bounded trajectories." To use TrappingSINDy you will need to install the cvxpy package.
It includes a new notebook where TrappingSINDy is applied to standard fluid dynamics problems.

Please see this paper for more details about the new method.

Starting with this release, PySINDy will begin requiring Python 3.7 or above.

Other updates

  • Bug fix for SINDy.simulate for discrete systems with multiple control inputs
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