SMP-J annual workshop (theory part)

Tuesday 23 Jan 2018, 09:00 → 21:00 Europe/Zurich

42/3-032 (CERN)

09:00 → 13:00 Morning: Morning session - pQCD and resummation

09:00 Introduction

Speakers: Mikko Voutilainen (Helsinki Institute of Physics (FI)), Paolo Gunnellini (Deutsches Elektronen-Synchrotron (DE))

IntroTheory.pdf

09:10 Threshold and jet radius joint resummation for single-inclusive jet production

Speaker: S. Moch (UHH)

cms-jointres.pdf

09:35 Results on NNLO fits with jet data

Speaker: Dr Juan Rojo (VU Amsterdam and Nikhef)

rojo-CMSjets-NNLOjets.pdf

10:00 Towards a NLO parton shower

Speakers: Stefan Hoche (SLAC National Accelerator Laboratory (US)), Stefan Hoeche (SLAC)

cern_18-01.pdf

10:25 TMD distribtuions and jet physics predictions

Speaker: Krzysztof Kutak (Instytut Fizyki Jadrowej Polskiej Akademii Nauk)

CERN-2018-kutak.pdf

11:20 Determination of TMDs from jet physics

Speaker: Wouter Waalewijn (University of Amsterdam)

cms_smp_j.pdf

11:45 The parton branching method

Speaker: Francesco Hautmann (Institute of Theoretical Physics)

tk_smpj2018Jan23.pdf

12:10 Progress on NNLOjet calculations

Speaker: Dr Alexander Huss (ETH Zurich)

ahuss.pdf

12:35 Status and possibilities of interpolation grids (fastNLO)

Speaker: Klaus Rabbertz (KIT - Karlsruhe Institute of Technology (DE))

fastNLO_Status_SMPJWS_20180123.pdf

14:30 → 18:45 Afternoon: Afternoon session - machine learning techniques

14:30 Machine learning techniques for unfolding

Speaker: Alexander Glazov (Deutsches Elektronen-Synchrotron (DE))

cms_230112.pdf

14:55 Machine Learning for Jet Physics

Speaker: Ben Nachman (Lawrence Berkeley National Lab. (US))

Nachman_CMSJets.pdf

15:20 Deep neural network for boosted top tagging

Speaker: Wojtek Fedorko (University of British Columbia)

SMP-J_top_tagging_forPDF.pdf

SMP-J_top_tagging.pptx

15:45 Adversarial neural networks for jet images

Speaker: Luke Percival De Oliveira

smp-j-lukedeo.pdf

16:40 Jet classification with neural networks

Speaker: Andrew Larkoski (Massachusetts Institute of Technology)

CERN_CMS_2018_Larkoski.pdf

17:05 Jet substructure classification with neural networks

Speaker: Daniel Whiteson (University of California Irvine (US))

jetsub_jan2018.pdf

17:30 Jets in Herwig and new ideas on jet tagging

Speaker: Radek Podskubka (Acad. of Sciences of the Czech Rep. (CZ))

radek_herwig.pdf

17:55 Tutorial on KaTie + CASCADE

Speakers: Andreas van Hameren (IFJ PAN), Krzysztof Kutak (Instytut Fizyki Jadrowej Polskiej Akademii Nauk)

output.pdf

19:00 → 21:00 Workshop dinner - La Merynoise

Doodle: https://doodle.com/poll/4gg4wfk4z7tcu9pb