139 citations · 159 across the 11 of their papers we have counts for
8 papers · 1 filter
HyperTrack: Neural Combinatorics for High Energy Physics
Mikael Mieskolainen
Combinatorial inverse problems in high energy physics span enormous algorithmic challenges. This work presents a new deep learning driven clustering algorithm that utilizes a space…
GRANIITTI: towards a deep learning-enhanced Monte Carlo event generator for high-energy diffraction
Mikael Mieskolainen
We introduce GRANIITTI, a new Monte Carlo event generator designed especially to solve the enigma of glueballs at the LHC. We discuss the available physics processes, compare the s…
GRANIITTI: A Monte Carlo Event Generator for High Energy Diffraction
Mikael Mieskolainen
We describe the physics and computational power of GRANIITTI Monte Carlo event generator, a new fully multithreaded engine designed for high energy diffraction, written in modern C…
Combinatorial Superstatistics for Soft QCD
Mikael Mieskolainen
High energy diffraction and soft QCD span exciting final state topologies and fluctuations which have not yet been measured or characterized in a fully exhaustive way. In this work…
On the Inversion of High Energy Proton
Mikael Mieskolainen
Inversion of the K-fold stochastic autoconvolution integral equation is an elementary nonlinear problem, yet there are no de facto methods to solve it with finite statistics. To fi…
Algorithmics of Diffraction
Mikael Mieskolainen
We discuss novel ways to probe high energy diffraction, first inclusive diffraction and then central exclusive processes at the LHC. Our new Monte Carlo synthesis and analysis fram…
Observables of QCD Diffraction
Mikael Mieskolainen, Risto Orava
A new combinatorial vector space measurement model is introduced for soft QCD diffraction. The model independent mathematical construction resolves experimental complications; the…
LHC Forward Physics
K. Akiba, M. Akbiyik, M. Albrow +184
The goal of this report is to give a comprehensive overview of the rich field of forward physics, with a special attention to the topics that can be studied at the LHC. The report…