Janßen, Timo

1. Sampling NNLO QCD phase space with normalizing flows
   2025/05/19 by Timo Janßen, Janßen, Timo, René Poncelet +3 · 6 citations
   Physics and Astronomy · #Particle physics theoretical and experimental studies
2. Efficient many-jet event generation with Flow Matching
   2025/06/23 by Enrico Bothmann, Bothmann, Enrico, Timo Janßen +7 · 6 citations
   Computer Science · Decision Sciences · #Advanced Data Storage Technologies #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Scientific Computing and Data Management
3. Accelerating multijet-merged event generation with neural network matrix element surrogates
   2025/06/06 by Herrmann, Tim, Janßen, Timo, Schenker, Mathis +2 · 4 citations
   #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph)
4. Phase space sampling with Markov Chain Monte Carlo methods
   2024/12/17 by Salvatore La Cagnina, Cornelius Grunwald, La Cagnina, Salvatore +6 · 2 citations
   Computer Science · #Bayesian Methods and Mixture Models #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph)