Hamburg University (DE)
Author in the following contributions
- Calorimeter Simulation Challenge Proposal
- Amplifying Statistics with Generative Models
- Super-Resolution for QCD and Top Jets
- Decoding Photons: Physics in the Latent Space of a BIB-AE Generative Network
- Attention and Dynamic Graph Convolution Neural Network in the context of classifying ttH(bb) vs. tt(bb) in the semi-leptonic top quark pair decay channel
- The Blessing of Dimensionality: Dimensionality Estimation for Event Clustering
- Shared Data and Algorithms for Deep Learning in Fundamental Physics
- OnlineFlow: Trigger Free Analysis Using Online Learned Generative Models
- Fast and Accurate Electromagnetic and Hadronic Showers from Generative Models
- Angular Conditioning of Deep Generative Models for Fast Simulation of High Granularity Calorimeters
- Invertible Networks or Partons to Detector and Back Again
- CATHODE part 2: robustness and comparison to other methods
- CATHODE part 1: introducing a new model-agnostic search strategy for resonant new physics at the LHC
