"adopt methodology" is correct and usable in written English.
You could use it in a sentence like this: "Our team agreed to adopt a new methodology for completing projects."
The fear of being outmaneuvered in the digital age has sent even cumbersome corporate giants like General Electric scrambling to adopt methodologies from the startup community.
Many advanced nuclear reactors adopt methodologies of passive safety systems based on natural forces such as gravity.
We pose research questions and adopt methodologies that allow us to explore the contextualized, process-oriented, nature of communication in different learning contexts.
For the work reported in this paper, the adopted methodology was the SLM.
The adopted methodology supports a knowledge-based selection of respondents and interview process.
The adopted methodology is multi-layered and composed of a mix of different methods.
The adopted methodology is based on two models: a one-dimensional model and a CFD model.
The adopted methodology constitutes also an important test bed for feedback control strategies of ITER relevance.
The adopted methodology is presented and applied to the study of urea synthesis and methanol production.
The adopted methodology used was based on the predominant site-specific meteorological data.
If further developed, the adopted methodology may assist in safety related decision making and policy analysis.
