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AU - Le Clainche, Soledad
AU - Vega, José
T1 - Analyzing Nonlinear Dynamics via Data-Driven Dynamic Mode Decomposition-Like Methods
VL - 6920783
DO - 10.1155/2018/6920783.
Could it be possi…
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**Feature description.**
In cases where the optimization is convex, use a convex programming interface such as CVXPy or GPKit instead of the current scipy.optimize.minimize SLSQP solver. This can spe…
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run demo with R2019b version, got:
```
ERROR: variable_replace (line 31)
Nonlinear replacement not supported yet
ERROR: sdpvar/replace (line 38)
Z = variable_replace(X,Y,W);
ERROR: …
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## Is your feature request related to a problem? Please describe.
This feature request attempts to solve two issues with pySINDy:
1. The lack of a way to extract the dynamics as an evaluable fun…
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Use jax.grad to implement an unscented Kalman filter for SSMs with linear Gaussian dynamics and nonlinear/non-Gaussian emissions. See chapter 18.5 of [Probabilistic Machine Learning by Murphy (2012)](…
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**Feature description.**
Incorporating the nonlinear effects of hydrostatic buoyancy and Froude-Krylov forces based on instantaneous wave elevation and WEC position, [such as in WEC-Sim](https://wec-…
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Perhaps using a different integrator than the default (e.g. LSODA?) in ```scipy.integrate.solve_ivp```?
The example in https://github.com/python-control/python-control/blob/main/examples/simulating…
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Does your SingularSpectrumAnalysis also cover Multivariate/multichannel SSA as in https://arxiv.org/pdf/1309.5050 ?
I see that you follow DifferentialEquations.jl and other items in nonlinear dyna…
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When optimizing parameters of a Decapodes model I'm running in to intermediate values that are out of domain
e.g. in the ODE function there might be something like this
```julia
var"dynamics_•…
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Section 5.2 of the Lancaster review:
> The discrete wavelet transform has also been used as the basis of multifractal surrogates, which aim to enable testing of nonlinear interdependence within, wi…