Did you check the SHA256 checksum of the downloaded .iso file before creating the USB?
Some basic pre-installation advice can be read here: Before you install
What happens when you try and boot the installation USB stick?
Can you open your BIOS and check that USB boot is permitted and that USB stick is listed in the boot device list.