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Artful management specifies where constraints are needed and which kinds make sense.
Special contiguity constraints are needed to keep identified clusters spatially connected.
Additional constraints are needed to minimize interference by a third node.
Detailed power system models that capture system reliability and adequacy constraints are needed to properly assess the potential of renewable energy.
Because a given image can have many possible interpretations, constraints are needed to eliminate ambiguity, and the most powerful constraints are domain specific.
Deep Dream works by clamping the activity of nodes at a user-defined layer in the DCNN and then inverting the information flow, so that an input image is changed until the network settles into a stable state (some additional constraints are needed, e.g. ensuring that neighbouring pixels remain strongly correlated).
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Generating subdivision surfaces with curve interpolation constraints is needed in both computer graphics and geometric modeling applications.
In each iteration, only one evaluation of the implicit constraints is needed to see whether the current design point is feasible.
A significant reduction in the stresses in the adhesive layer were observed after the optimisation of all three types of selected joints, indicating the potential of these techniques, however a clear understanding of both the optimization methods and the engineering design requirements and constraints is needed for their effective application for adhesive joints.
The next set of constraints is needed to model the succession of blocks.
However, the dictionary that leads to the best representation for each member in this set, under strict sparsity constraints, is needed.
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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