Flow Away your Differences: Conditional Normalizing Flows as an Improvement to Reweighting. - Malte Algren; Tobias Golling; Manuel Guth; Chris Pollard; John Andrew Raine (CoRR, 2023)

Variational inference for pile-up removal at hadron colliders with diffusion models. - Malte Algren; Chris Pollard; John Andrew Raine; Tobias Golling (CoRR, 2024)

Hierarchical Neural Simulation-Based Inference Over Event Ensembles. - Lukas Heinrich; Siddharth Mishra-Sharma; Chris Pollard; Philipp Windischhofer (Trans. Mach. Learn. Res., 2024)

Mind the Gap: Navigating Inference with Optimal Transport Maps. - Malte Algren; Tobias Golling; Francesco Armando Di Bello; Chris Pollard (CoRR, 2025)