Application of the matrix element method to Higgs boson pair production in the channel HH bb̄WW* at the LHCEhatäht, Karl; Veelken, ChristianNuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment2022 / art. 166373, 14 p. : ill https://doi.org/10.1016/j.nima.2022.166373

Comparison of Bayesian and particle swarm algorithms for hyperparameter optimisation in machine learning applications in high energy physicsTani, Laurits; Veelken, ChristianComputer physics communications2024 / p. 108955 https://doi.org/10.1016/j.cpc.2023.108955

Comparison of Bayesian and particle swarm algorithms for hyperparameter optimisation in machine learning applications in high energy physics : [preprint]Tani, Laurits; Veelken, ChristianarXiv.org2024 / 8 p. : ill https://doi.org/10.48550/arXiv.2201.06809

Evolutionary algorithms for hyperparameter optimization in machine learning for application in high energy physicsTani, Laurits; Rand, Diana; Veelken, Christian; Kadastik, MarioThe European Physical Journal C2021 / art. 170, 9 p. : ill https://doi.org/10.1140/epjc/s10052-021-08950-y

Evolutionary algorithms for hyperparameter optimization in machine learning for application in high energy physics : [preprint]Tani, Laurits; Rand, Diana; Veelken, Christian; Kadastik, MarioarXiv.org2021 / 11 p. : ill https://doi.org/10.48550/arXiv.2011.04434

Measurement of Higgs boson couplings in final states featuring multiple leptons and hadronic τ decay products = Higgsi bosoni seoseparameetrite mõõtmine mitmeid leptoneid ja hadronilisi τ laguprodukte sisaldavates lõppolekutesEhatäht, Karl2023 https://doi.org/10.23658/taltech.52/2023 https://digikogu.taltech.ee/et/Item/14ef9ae7-ad97-433b-a6a5-03741045bdfe https://www.ester.ee/record=b5638918*est

Measurement of Higgs boson properties in leptonic final states using ML-methods = Higgsi bosoni omaduste mõõtmine leptoneid sisaldavates kanalites kasutades masinõppe meetodeidTani, Laurits2024 https://www.ester.ee/record=b5685160*est https://doi.org/10.23658/taltech.25/2024 https://digikogu.taltech.ee/et/Item/95677715-7be7-4696-a8a6-cdbe321761b2

Search for Higgs boson pairs decaying to WW*WW*, WW*ττ, and ττττ in proton-proton collisions at √s = 13 TeV : [preprint]Ehatäht, Karl; Kadastik, Mario; Raidal, Martti; Tani, Laurits; Veelken, ChristianarXiv.org2023 / 62 p. : ill https://doi.org/10.48550/arXiv.2206.10268

Stitching Monte Carlo samplesEhatäht, Karl; Veelken, ChristianThe European Physical Journal C2022 / art. 484, 16 p. : ill https://doi.org/10.1140/epjc/s10052-022-10407-9

Tau lepton identification and reconstruction : a new frontier for jet-tagging ML algorithmsLange, Thomas; Nandan, Saswati; Pata, Joosep; Tani, Laurits; Veelken, ChristianComputer physics communications2024 / art. 109095 https://doi.org/10.1016/j.cpc.2024.109095

Tau lepton identification and reconstruction : a new frontier for jet-tagging ML algorithms : [preprint]Lange, Thomas; Nandan, Saswati; Pata, Joosep; Tani, Laurits; Veelken, ChristianarXiv.org2023 / 22 p. : ill https://doi.org/10.48550/arXiv.2307.07747