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The phrase "are initialized to zero" is correct and usable in written English.
It is typically used in programming or technical contexts to describe the process of setting a variable's value to zero at the start.
Example: "In this algorithm, all counters are initialized to zero before the loop begins."
Alternatives: "are set to zero" or "are assigned a value of zero."
Exact(10)
Every time before starting the next loop, is incremented and and are initialized to zero.
Meanwhile, for the bias, all the parameters in the new FC layer are initialized to zero.
These buffers are initialized to zero for zero boundary extension technique for boundary treatment.
All tensor elements, which can be thought of as synapses between modalities, are initialized to zero prior to learning.
These images are initialized to zero and are subsequently updated at each point depending on how the point is affected by the gradient vector at a point a distance n away.
The best objective function value is initialized to | | x p 0 | | ∞, which is the peak amplitude of the zero phase pilot symbols and the iteration counters t (total number of iterations) and t ′ (iterations without improvement) are initialized to zero (see steps 1 2 in the pseudocode).
Similar(50)
D si is initialized to zero until the cumulative plastic strain attains the damage initiation threshold and it reaches unity (ideally) when the rebar is fractured.
is initialized to zero; and are initialized to maximum Euclidean distance depending upon the QAM size.
In MOFO, every node maintains a variable FP, which is initialized to zero, for each bundle.
Let N=3 and assume that (bar {f}'_{t}) is empty and that (bar {f}_{t}) is initialized to zero.
For each (k,m) pair, the forward message is initialized to zero, after which the message is updated by multiplying and accumulating messages from the previous time-step k−1.
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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