Can websites use your computer to mine while you're visiting?

Some website are mining (cryptocurrency) while you navigate on these, so in fact, they're using your computer (GPU).
It mine without your knowledge and use a little part of ur GPU.
Here is a website which check if a domain is mining with a js:
https://notmining.es/