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"split into two steps" is correct and can be used in written English.
It means separating a task or process into two distinct stages or actions. Example: To complete this project efficiently, we will split it into two steps. First, we will gather all the necessary materials and resources. Then, we will begin the actual construction process.
Exact(10)
The entire process can be split into two steps.
The interface is moved implicitly by the advection of Φ, which is split into two steps.
The training stage of a McCascade can be split into two steps: 1. Generate false-positives.
Without loss of generality, our resource allocation procedure is split into two steps.
The solution of the partial differential equation for the PDF is split into two steps to simplify the calculations.
The novelty of this approach is that, unlike in common practice, the optimization problem is not simplified and split into two steps, one for finding the thicknesses and one for the stacking sequence.
Similar(50)
The proof is split into four steps.
This process is split into six steps.
Proof The proof is split into seven steps.
The proof is split into three steps as follows.
The training stage of a cascade can be split into three steps: 1. Gather training data.
More suggestions(15)
split into two halves
split into two families
split into two companies
split into two tracks
split into two condominiums
split into two subgroups
split into two camps
split into two species
split into two entities
split into two sets
split into two groups
split into two parts
split into two sections
split into two phases
split into two pieces
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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