Lawrence Berkeley National Lab. (US)
Author in the following contributions
- The Fundamental Limit of Jet Tagging
- The Landscape of Unfolding with Machine Learning
- WOTAN: Weakly-supervised Optimal Transport Attention-based Noise Mitigation
- Bridging the Generative Unfolding Gap
- Parnassus: An Automated Approach to Accurate, Precise, and Fast Detector Simulation and Reconstruction
- OmniLearn: A Method to Simultaneously Facilitate All Jet Physics Tasks
- Generation of Air Shower Images for Imaging Air Cherenkov Telescopes using Diffusion Models
- Fair Universe HiggsML Uncertainty Challenge
- The Fast Calorimeter Challenge 2022: Final Evaluation & Lessons Learned
- Data-driven hadronization models
- The versatility of flow-based fast calorimeter surrogate models
- Constraining the Higgs Potential with Neural Simulation-based Inference for Di-Higgs Production
