The incident happened around 10:26 p.m. in front of an event stage on Santa Monica and La Cienega boulevards on Oct. 31.
Gilbert Estrada, 51, was severely burned and died from his injuries the following morning.
An autopsy has been conducted but the findings have not been released pending results of toxicology tests.