Ramon Winterhalder

1. Accurate Surrogate Amplitudes with Calibrated Uncertainties
   2024/12/16 by Henning Bahl, Nina Elmer, Bahl, Henning +9 · 12 citations
   Engineering · Decision Sciences · #Structural Health Monitoring Techniques #Probabilistic and Robust Engineering Design
2. BitHEP -- The Limits of Low-Precision ML in HEP
   2025/04/04 by Claudius Krause, Daohan Wang, Krause, Claudius +3 · 1 voice · 4 citations
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #cs.LG #hep-ex #hep-ph
3. FASTColor – Full-color amplitude surrogate toolkit for QCD
   2025/09/08 by Javier Mariño Villadamigo, Villadamigo, Javier Mariño, Rikkert Frederix +7 · 5 citations
   Physics and Astronomy · #Particle physics theoretical and experimental studies #High-Energy Particle Collisions Research #Quantum Chromodynamics and Particle Interactions
4. Neural Control Variates at LO and NLO
   2026/07/26 by Theo Heimel, Tilman Plehn, Rebecca Revelli +2
   #hep-ph