Acknowledgement YS acknowledges the National Science Foundation grant CHE-2102071 for supporting part of this study, specifically the spin-crossing adsorption of C and CH 2 on metal surfaces. YM acknowledges the support from San Diego State University Startup Fund and SDSU Seed Grant. YS thanks the OU Supercomputing Center for Education & Research (OSCER) for the computational resources.