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Mikael Mieskolainen's Projects

cg-helicity icon cg-helicity

Jacob-Wick helicity amplitudes, angular distributions and SU(2) decomposition functions

covidgen icon covidgen

SARS-CoV-2 (COVID-19) Infection Fatality Rate [medRxiv:2020.11.19.20235036]

deepefficiency icon deepefficiency

DeepEfficiency - optimal efficiency inversion in higher dimensions at the LHC [arXiv:1809.06101]

diffractive-combinatorics icon diffractive-combinatorics

High Energy Diffraction Analysis at the LHC via Combinatorial Algebra, CERN-THESIS-2020-152 [arXiv:1910.06279]

drem-pid icon drem-pid

Multichannel Double Recursive Frequentist-Bayesian Particle Identification algorithm in HEP

fastgen icon fastgen

Fast/toy Monte Carlo generator (use GRANIITTI for proper simulations)

gluefits icon gluefits

Complex Resonance Spectrum Fits for Glueball Searches etc.

graniitti icon graniitti

Monte Carlo Event Generator for High Energy Diffraction [arXiv:1910.06300] [arXiv:2304.06010]

hmm icon hmm

Hidden Markov Model algorithms

hypertrack icon hypertrack

HyperTrack: Neural Combinatorics for High Energy Physics [arXiv:2309.14113]

idec icon idec

Inverse Decomposition of Energy Consumption (NILM)

kisu icon kisu

On the Inversion of High Energy Proton, K-Fold Inverse of Stochastic Autoconvolution [arXiv:1905.12585]

libtorch-easy icon libtorch-easy

A standalone minimal example of how to use libtorch (PyTorch C++ API)

megasim icon megasim

megasim (Pythia to HepMC to Delphes)

nanotron icon nanotron

Custom nanoAOD mechanics -- work in progress

polypack icon polypack

A symbolic package for generating physics polynomials

rocpack icon rocpack

Neyman-Pearson lemma, likelihood ratio, ROC, efficiency, purity, Bayes error

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