Survey propagation works primarily with random SAT instances, but isn't competitive with SAT instances that arise in industrial verification, where CDCL shines. Some gossip: survey propagation was proposed by Mezard, Parisi, and Zecchina [1], and
G. Parisi won the physics Nobel price in 2021 [2].