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"medieval Arab scientists"

Ibn_al-Haytham was one of the inventors of the "scientific method". https://en.wikipedia.org/wiki/Ibn_al-Haytham

At least as far as is quoted on that Wikipedia article, he gives a description of basic rigor, not the scientific method.