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The phrase "address a challenging problem" is correct and usable in written English.
You can use it when discussing the act of tackling or dealing with a difficult issue or situation.
Example: "The team was tasked to address a challenging problem that had been affecting productivity for months."
Alternatives: "tackle a difficult issue" or "confront a tough challenge."
Exact(1)
We address a challenging problem in the design of the isolation system for water distribution networks concerning the optimal location of valves in a water network.
Similar(59)
Considering the different methods to achieve each function or feature results in new ways of addressing a challenging problem and can pave the way for innovative system design.
The investigation addresses a challenging problem of practical relevance, and strives for using the best available models to describe random corrosion growth and the relevant limit state functions.
This paper addresses a challenging problem: How to derive some less conservative theoretical results on the stability and attractability for memristive neural networks?
This method addresses a challenging problem which consists in representing simultaneously the topology and the metabolic pathway information.
I think that this manuscript, which addresses a challenging problem full of controversies, is very suitable to appear in this journal, which has a policy to publish reviewers' comments and authors' responses together with a manuscript.
The derivation of mathematical models accounting for the variation of physical properties along the thickness of thin systems such as oxide films, organic coatings and biological tissues, has been a challenging problem addressed for decades.
The dramatic provider shortage in some states is a challenging problem to address simply because there are so many factors that drive providers to shut down.
The time- and space-efficient construction of large Hamming Graphs is a challenging problem that was addressed in Nikolenko et al. (2013) and adapted in I gR epertoireC onstructor.
The global robust output regulation problem for nonlinear plants subject to nonlinear exosystems has been a challenging problem and has not been well addressed.
Messaging is a challenging problem in general.
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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