OpenSBI has the capability to load Linux kernel image directly in supervisor mode. The flattened image generated by the Linux kernel build process can be provided as payload to OpenSBI.
Detailed examples and platform guides can be found in both QEMU and HiFive Unleashed platform guide respectively.