Boosted Decision Tree based Ultra-Fast Flow Matching for Efficient High-Dimensional Data Simulation in High Energy Physics
A novel framework called BUFF (Boosted Decision Tree based Ultra-Fast Flow matching) is introduced, which leverages flow matching and gradient boosted tree models to enable efficient high-dimensional data simulation for various tasks in high energy physics.
