No. Because SSDs are flash storage, they have no moving parts with which to make noise.
However, SSDs can still generate heat- especially high-end NVMe Gen 4 and beyond SSDs. This is why some NVMe SSDs ship with heatsinks attached, though these aren’t all strictly necessary.