24 citations · 33 across the 2 of their papers we have counts for
3 papers
Constructing model-agnostic likelihoods, a method for the reinterpretation of particle physics results
Lorenz Gärtner, Nikolai Hartmann, Lukas Heinrich +5
Experimental High Energy Physics has entered an era of precision measurements. However, measurements of many of the accessible processes assume that the final states' underlying ki…
Improved selective background Monte Carlo simulation at Belle II with graph attention networks and weighted events
Boyang Yu, Nikolai Hartmann, Luca Schinnerl +1
When measuring rare processes at Belle II, a huge luminosity is required, which means a large number of simulations are necessary to determine signal efficiencies and background co…
Ultra-High-Resolution Detector Simulation with Intra-Event Aware GAN and Self-Supervised Relational Reasoning
Baran Hashemi, Nikolai Hartmann, Sahand Sharifzadeh +2
Simulating high-resolution detector responses is a computationally intensive process that has long been challenging in Particle Physics. Despite the ability of generative models to…