Won the Speed-Up Challenge at the Merck M-Boltz Hackathon in Darmstadt by developing “Boltz Flow Matching”, a fast deterministic flow-matching framework enabling analytical conversion from score-based diffusion to flow equations for accelerated protein structure generation.