Search Results for author: Mikael Mieskolainen

Found 7 papers, 7 papers with code

HyperTrack: Neural Combinatorics for High Energy Physics

1 code implementation25 Sep 2023 Mikael Mieskolainen

Combinatorial inverse problems in high energy physics span enormous algorithmic challenges.

Clustering Contrastive Learning

Combinatorial Superstatistics for Soft QCD

3 code implementations14 Oct 2019 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.

High Energy Physics - Phenomenology High Energy Physics - Experiment

GRANIITTI: A Monte Carlo Event Generator for High Energy Diffraction

1 code implementation14 Oct 2019 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++.

High Energy Physics - Phenomenology High Energy Physics - Experiment

On the Inversion of High Energy Proton

1 code implementation29 May 2019 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.

High Energy Physics - Phenomenology High Energy Physics - Experiment

Algorithmics of Diffraction

1 code implementation5 Nov 2018 Mikael Mieskolainen

We discuss novel ways to probe high energy diffraction, first inclusive diffraction and then central exclusive processes at the LHC.

High Energy Physics - Phenomenology High Energy Physics - Experiment

DeepEfficiency - optimal efficiency inversion in higher dimensions at the LHC

1 code implementation17 Sep 2018 Mikael Mieskolainen

We introduce a new high dimensional algorithm for efficiency corrected, maximally Monte Carlo event generator independent fiducial measurements at the LHC and beyond.

Observables of QCD Diffraction

2 code implementations3 Dec 2016 Mikael Mieskolainen, Risto Orava

A new combinatorial vector space measurement model is introduced for soft QCD diffraction.

High Energy Physics - Phenomenology High Energy Physics - Experiment

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