The PNNL m/q Initiative is developing multi-dimensional and integrated experimental and computational methods to unambiguously identify small molecules without the need for authentic reference compounds. This initiative is hosting a symposium at ACS 2024 March 17-18 in New Orleans on the state-of-the-art in reference-free identification using mass spectrometry and featuring key leaders in the community.