The document discusses using direct numerical simulation to study radiation-driven flame extinction in fires. It motivates the study by explaining how flame extinction impacts combustion systems and fire applications. It outlines the objectives to establish flame extinction criteria, construct flammability maps, and explore the relationship between extinction and soot emission. It describes the numerical approach using a DNS solver and models for chemistry, soot formation, and thermal radiation transport. Classical asymptotic analysis is also discussed for analyzing flame structure with and without radiation and soot. Laminar counter-flow flames will be used to obtain flame structure as a function of stretch from ultra-high to ultra-low values.