RISC-V virtualization; hexagonal boron nitride for enhanced graphene device array; human–machine collaboration for improving process development; NIST HW-based confidential computing; ferroelectric HEMT; SpGEMM with RISC-V vector instructions; wafer defects; reducing contact resistance on 2D transistors; approximate accelerators in FPGA-based systems.