Recent Publications

Extrapolating Jet Radiation with Autoregressive Transformers
A. Butter, F. Charton, J. M. Villadamigo, A. Ore, T. Plehn and J. Spinner

Accurate Surrogate Amplitudes with Calibrated Uncertainties
H. Bahl, N. Elmer, L. Favaro, M. Haußmann, T. Plehn and R. Winterhalder

Precision calibration of calorimeter signals in the ATLAS experiment using an uncertainty-aware neural network
The ATLAS Collaboration

Profile Likelihoods on ML-Steroids
T. Heimel, T. Plehn and N. Schmal

Advancing Tools for Simulation-Based Inference
H. Bahl, V. Bresò, G. De Crescenzo and T. Plehn

view all publications