Yes, the same paint stripper that removes paint from other surfaces can also remove paint from wood. Paint strippers are formulated to dissolve and soften paint, allowing it to be scraped or wiped away, making them effective for removing paint from various materials, including wood surfaces. (Here's a detailed guide on how to get dried acrylic paint off wood floor).