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After time step 7, comparing Figures 6 and 10, Figures 7 and 11, the varying SNRs and the number of the targets did not significantly influence the performance of the PHDF and shrinkage-PHDF.
In the model, the weight ωX,Y of an adaptive connection from state X to state Y is updated after time step Δt using a learning rate ηH > 0 and extinction rate ζH ≥ 0, and the activation levels X t) and X t) of the states X and Y.
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Comparing with the simulation results of DGKD shown in Fig. 6, the value of both metrics is below the thresholds after time steps increased.
Bedload transport is calculated and the morphological changes are updated after each time step.
Collected informations comprise individual choices and individual wealth after each time step.
Inversely, we check after every time step whether a polymer evaporates liberating a molecule.
After each time step fluid properties— namely, pressure and temperature, must be obtained iteratively for each cell.
After every time step, we update the position of particles as a function of size-dependent diffusion coefficients.
Our implementation is based on modified equations that are derived by applying the filter after every time step in a simple first-order time integration scheme.
Of course, the real position and velocity of the particle after each time step will differ from the calculated values by errors of two types.
It is based on the introduction of a new dependent variable related to the variation after one time step of the original one integrated over the volume.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com