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"To address this challenge" is a correct and usable part of a sentence in written English
You can use it to describe the process of coming up with a solution to a problem or issue. For example, "To address this challenge, the team worked together to develop a strategy that would best meet their needs."
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To address this challenge, the Kriging surrogate model was proposed to increase computational efficiency.
To address this challenge, Max Bupa recently launched a multi-city initiative called Walk for Health.
To address this challenge, the problem is approximated by tractable formulations based on linear power flows.
To address this challenge, we release the Language and Vision Ambiguities (LAVA) corpus.
To address this challenge we tested various approaches to recognizing chemical entities in biomedical documents.
To address this challenge, we present Scoria, a simpler package for manipulating 3D molecular data.
To address this challenge, mental health professionals began employing a technique called psychological first aid.
To address this challenge without ambiguity, we used three strategies.
To address this challenge, experimental work needs to be complemented by modeling studies.
To address this challenge, we have developed a mitochondria-targeted mass spectrometry probe approach.
To address this challenge, we improved and applied the experimental-computational perturbation biology method.
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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