S. Bethke, Experimental tests of asymptotic freedom, Nuclear Physics B - Proceedings Supplements, vol.54, issue.1-2
DOI : 10.1016/S0920-5632(97)00061-3

S. Bmw-collaboration and . Durr, Ab-Initio Determination of Light Hadron Masses, Science, vol.322, pp.1224-1227, 2008.

N. Cardoso and P. Bicudo, Lattice QCD computation of the SU(3) string tension critical curve, Physical Review D, vol.85, issue.7, pp.85-2012
DOI : 10.1103/PhysRevD.85.077501

M. Cardoso, N. Cardoso, and P. Bicudo, Lattice QCD computation of the colour fields for the static hybrid quark-gluon-antiquark system, and microscopic study of the Casimir scaling, Phys. Rev, pp.81-034504, 2010.

S. Wuppertal-budapest-collaboration, Z. Borsanyi, and . Fodor, Is there still any T c mystery in lattice QCD? Results with physical masses in the continuum limit III, pp.9-073, 2010.

F. Karsch, E. Laermann, and A. Peikert, The pressure in 2, 2+1 and 3 flavour QCD, Physics Letters B, vol.478, issue.4, pp.447-455, 2000.
DOI : 10.1016/S0370-2693(00)00292-6

H. Satz, The Thermodynamics of Quarks and Gluons, Lect. Notes Phys, vol.785, pp.1-21, 2010.
DOI : 10.1007/978-3-642-02286-9_1

M. L. Miller, K. Reygers, S. J. Sanders, and P. Steinberg, Glauber Modeling in High-Energy Nuclear Collisions, Annual Review of Nuclear and Particle Science, vol.57, issue.1, pp.205-243, 2007.
DOI : 10.1146/annurev.nucl.57.090506.123020

URL : http://arxiv.org/abs/nucl-ex/0701025

G. Qin, J. Ruppert, C. Gale, S. Jeon, G. D. Moore et al., Radiative and Collisional Jet Energy Loss in the Quark-Gluon Plasma at the BNL Relativistic Heavy Ion Collider, Physical Review Letters, vol.100, issue.7, p.72301, 2008.
DOI : 10.1103/PhysRevLett.100.072301

J. Star-collaboration and . Adams, Evidence from d + Au measurements for final state suppression of high p T hadrons in Au+Au collisions at RHIC, Phys. Rev. Lett, vol.91, 2003.

S. S. Phenix-collaboration and . Adler, Suppressed ? 0 production at large transverse momentum in central AuAu collisions at ? s

S. Cms-collaboration-collaboration and . Chatrchyan, Study of z boson production in pbpb collisions at ? s N N = 2.76 TeV, Phys. Rev

S. Cms-collaboration and . Chatrchyan, Study of W boson production in PbPb and pp collisions at ? s N N = 2.76 TeV, Phys. Lett, vol.87, p.715, 2012.

S. Cms-collaboration-collaboration and . Chatrchyan, Measurement of isolated photon production in pp and PbPb collisions at ? s N N = 2, p.76

S. Cms-collaboration-collaboration and . Chatrchyan, Study of high-p T charged particle suppression in PbPb compared to pp collisions at ? s N N =2.76 TeV, Eur. Phys. J. C, vol.33, 1945.

M. Cacciari, G. P. Salam, and G. Soyez, The anti-k T jet clustering algorithm, Journal of High Energy Physics, issue.04, p.63, 2008.
DOI : 10.1088/1126-6708/2008/04/063

URL : https://hal.archives-ouvertes.fr/hal-00345768

A. Collaboration and C. Jena, Measurement of D-meson production in pp, p-Pb, and Pb-Pb collisions at the LHC with the ALICE detector, J

T. Sakuma and T. Mccauley, Detector and Event Visualization with SketchUp at the CMS Experiment, Journal of Physics: Conference Series, vol.513, issue.2, p.22032, 2014.
DOI : 10.1088/1742-6596/513/2/022032

G. L. Cms-collaboration and . Bayatian, CMS physics: Technical design report, 2006.

S. R. Cms-collaboration and . Davis, Interactive Slice of the CMS detector " . https, 2016.

C. Collaboration and M. Nguyen, Jet Reconstruction with Particle Flow in Heavy-Ion Collisions with CMS, J. Phys, vol.38, 2011.

O. Kodolova, I. Vardanian, A. Nikitenko, and A. Oulianov, The performance of the jet identification and reconstruction in heavy ions collisions with CMS detector, The European Physical Journal C, vol.83, issue.1, 2007.
DOI : 10.1140/epjc/s10052-007-0223-9

M. Spousta and B. Cole, Interpreting single jet measurements in Pb $$+$$ + Pb collisions at the LHC, The European Physical Journal C, vol.100, issue.2, p.50, 2016.
DOI : 10.1140/epjc/s10052-016-3896-0

A. Dominguez and D. Abbaneo, CMS Technical Design Report for the Pixel Detector Upgrade
DOI : 10.2172/1151650

E. Rutherford, Collision of ?? particles with light atoms. IV. An anomalous effect in nitrogen, Philosophical Magazine, vol.90, issue.sup1, p.581, 1919.
DOI : 10.1080/14786431003659230

J. Chadwick, Possible Existence of a Neutron, Nature, vol.129, issue.3252, p.312, 1932.
DOI : 10.1038/129312a0

C. D. Anderson, THE APPARENT EXISTENCE OF EASILY DEFLECTABLE POSITIVES, Science, vol.76, issue.1967, pp.238-239, 1932.
DOI : 10.1126/science.76.1967.238

E. Noether, Invariante Variationsprobleme, Nachr. Akad. Wiss. Göttingen, II, issue.2, pp.235-257, 1918.
DOI : 10.1007/978-3-642-39990-9_13

T. Aoyama, M. Hayakawa, T. Kinoshita, and M. Nio, and an Improved Value of the Fine Structure Constant, Physical Review Letters, vol.109, issue.11, p.111807, 2012.
DOI : 10.1103/PhysRevLett.109.111807

H. A. Bethe, The Electromagnetic Shift of Energy Levels, Physical Review, vol.72, issue.4, pp.339-341, 1947.
DOI : 10.1103/PhysRev.72.339

A. Zee, Quantum Field Theory in a Nutshell, 2003.

K. G. Wilson and J. B. Kogut, The renormalization group and the ?? expansion, Physics Reports, vol.12, issue.2, pp.75-200, 1974.
DOI : 10.1016/0370-1573(74)90023-4

B. Delamotte, A hint of renormalization, American Journal of Physics, vol.72, issue.2, pp.170-184, 2002.
DOI : 10.1119/1.1624112

S. Banerjee and S. N. Ganguli, Estimation of the QED coupling constant ?? at $$\sqrt s = M_Z $$, Zeitschrift f??r Physik C Particles and Fields, vol.44, issue.2, pp.229-232, 1992.
DOI : 10.1007/BF01565053

M. Gell-mann, A schematic model of baryons and mesons, Physics Letters, vol.8, issue.3, pp.214-215, 1964.
DOI : 10.1016/S0031-9163(64)92001-3

]. G. Zweig, An SU 3 model for strong interaction symmetry and its breaking, 1964.

H. Yukawa, On the interaction of elementary particles. I, Proc. Phys, pp.48-57, 1935.

A. Zee, Group theory in a nutshell for physicists

A. Jaffe and E. Witten, Quantum yang-mills theory

P. Data-group-collaboration and K. A. Olive, Review of Particle Physics, Chin. Phys, pp.38-2014

P. Dirac, THE LAGRANGIAN IN QUANTUM MECHANICS, Physikalische Zeitschrift der Sowjetunion, vol.3, pp.64-72, 1933.
DOI : 10.1142/9789812567635_0003

R. P. Feynman, Space-time approach to non-relativistic quantum mechanics, Rev. Mod. Phys, pp.367-387, 1948.

W. K. Hastings, Monte Carlo sampling methods using Markov chains and their applications, Biometrika, vol.57, issue.1, pp.97-109, 1970.
DOI : 10.1093/biomet/57.1.97

URL : http://biomet.oxfordjournals.org/cgi/content/short/57/1/97

K. G. Wilson, Confinement of quarks, Physical Review D, vol.10, issue.8, pp.2445-2459, 1974.
DOI : 10.1103/PhysRevD.10.2445

C. Gattringer and C. B. Lang, Quantum chromodynamics on the lattice, Lect. Notes Phys, vol.788, pp.1-343, 2010.
DOI : 10.1007/978-3-642-01850-3

E. V. Shuryak, Quark-gluon plasma and hadronic production of leptons, photons and psions, Physics Letters B, vol.78, issue.1, p.796, 1978.
DOI : 10.1016/0370-2693(78)90370-2

J. D. Bjorken, Highly relativistic nucleus-nucleus collisions: The central rapidity region, Physical Review D, vol.27, issue.1, pp.140-151, 1983.
DOI : 10.1103/PhysRevD.27.140

K. Phenix-collaboration, S. Adcox, and . Adler, Formation of dense partonic matter in relativistic nucleus nucleus collisions at rhic: Bibliography Experimental evaluation by the phenix collaboration, Nuclear Physics A, vol.757, issue.1, pp.184-283, 2005.

S. Cms-collaboration and . Chatrchyan, Measurement of the pseudorapidity and centrality dependence of the transverse energy density in PbPb collisions at ? s N N = 2.76 TeV, Phys. Rev. Lett, vol.109, p.152303, 2012.

R. Glauber, Lectures in theoretical physics, 1959.

W. X. Nian and M. Gyulassy, HIJING: a Monte Carlo model for multiple jet production in pp, pA, and AA collisions, Phys. Rev. D, vol.56, pp.3501-3516, 1991.

S. Peigne and A. V. Smilga, Energy losses in relativistic plasmas: QCD versus QED, Physics-Uspekhi, vol.52, issue.7, pp.659-685, 2009.
DOI : 10.3367/UFNe.0179.200907a.0697

Y. L. Dokshitzer and D. E. Kharzeev, Heavy-quark colorimetry of QCD matter, Physics Letters B, vol.519, issue.3-4, pp.199-206, 2001.
DOI : 10.1016/S0370-2693(01)01130-3

S. Cms-collaboration-collaboration and . Chatrchyan, Measurement of jet fragmentation in PbPb and pp collisions at ? s N N = 2.76 TeV

R. D. Field, The Sources of b quarks at the Tevatron and their correlations, Phys. Rev, vol.094006, pp.65-0201112, 2002.

J. D. Bjorken, Energy Loss of Energetic Partons in Quark -Gluon Plasma: Possible Extinction of High p T Jets in Hadron -Hadron Collisions, 1982.

G. Hanson and G. S. Abrams, Annihilation, Physical Review Letters, vol.35, issue.24, pp.1609-1612, 1975.
DOI : 10.1103/PhysRevLett.35.1609

URL : https://hal.archives-ouvertes.fr/in2p3-00009287

G. Altarelli and G. Parisi, Asymptotic freedom in parton language, Nuclear Physics B, vol.126, issue.2, pp.126-298, 1977.
DOI : 10.1016/0550-3213(77)90384-4

URL : http://doi.org/10.1016/0550-3213(77)90384-4

G. P. Salam and G. Soyez, A practical seedless infrared-safe cone jet algorithm, Journal of High Energy Physics, vol.2006, issue.05, pp.705-086, 2007.
DOI : 10.1016/j.physletb.2005.08.125

URL : https://hal.archives-ouvertes.fr/hal-00170223

S. D. Ellis and D. E. Soper, Successive combination jet algorithm for hadron collisions, Physical Review D, vol.48, issue.7, pp.3160-3166, 1993.
DOI : 10.1103/PhysRevD.48.3160

URL : http://arxiv.org/abs/hep-ph/9305266

Y. L. Dokshitzer, G. D. Leder, S. Moretti, and B. R. Webber, Better jet clustering algorithms, Journal of High Energy Physics, vol.1997, issue.08, p.9707323, 1997.
DOI : 10.1088/1126-6708/1997/08/001

URL : http://arxiv.org/abs/hep-ph/9707323

A. Collaboration and R. Reed, Full Jet Reconstruction in 2.76 TeV pp and Pb-Pb collisions in the ALICE experiment, J. Phys. Conf. Ser, vol.446, p.12006, 2013.

G. Atlas-collaboration and . Aad, Measurements of the Nuclear Modification Factor for Jets in Pb+Pb Collisions at ? s NN = 2.76 TeV with the ATLAS Detector, Phys. Rev. Lett, vol.114, issue.7, p.72302, 2015.

G. Atlas-collaboration, B. Aad, and . Abbott, Observation of a centrality-dependent dijet asymmetry in lead-lead collisions at ? s NN = 2.76 TeV with the atlas detector at the lhc, Phys. Rev. Lett, p.105

J. G. Milhano and K. C. Zapp, Origins of the di-jet asymmetry in heavy-ion collisions, The European Physical Journal C, vol.725, issue.5, p.76, 2016.
DOI : 10.1016/j.physletb.2013.07.046

J. Coupard and H. Damerau, LHC Injectors Upgrade, Technical Design Report, vol.II: Ions, 2016.

V. Cms-collaboration, M. Karimaki, and . Mannelli, The CMS tracker system project: Technical Design Report, 1997.

P. Adzic, Energy resolution of the barrel of the cms electromagnetic calorimeter, Journal of Instrumentation, vol.2, issue.04, p.4004, 2007.
URL : https://hal.archives-ouvertes.fr/in2p3-00191987

E. Cms-collaboration and . Gulmez, Phase1 upgrade of the CMS-HF Calorimeter, 2016.

H. S. Budd, CMS Central Hadron Calorimeter, Nuclear Physics B - Proceedings Supplements, vol.54, issue.3, pp.191-197, 1997.
DOI : 10.1016/S0920-5632(97)00104-7

URL : http://arxiv.org/abs/hep-ex/0102032

C. Collaboration, A. Tapper, and D. Acosta, CMS Technical Design Report for the Level-1 Trigger Upgrade

W. Cms-collaboration and . Adam, The CMS high level trigger, The European Physical Journal C, vol.546, issue.3, pp.46-605, 2005.
DOI : 10.1140/epjc/s2006-02495-8

T. D. Lee and M. Nauenberg, Degenerate systems and mass singularities, Phys. Rev, pp.1549-1562, 1964.
DOI : 10.1007/978-1-4612-5400-3_5

T. Sjostrand and P. Eden, High-energy-physics event generation with Pythia??6.1, Computer Physics Communications, vol.135, issue.2, pp.238-259, 2001.
DOI : 10.1016/S0010-4655(00)00236-8

G. Corcella and I. G. Knowles, HERWIG 6.5 release note, p.210213

S. Catani and F. Krauss, QCD Matrix Elements + Parton Showers, Journal of High Energy Physics, vol.2001, issue.11, pp.hep-ph, 2001.
DOI : 10.1088/1126-6708/2001/11/063

URL : http://arxiv.org/abs/hep-ph/0109231

B. Andersson, G. Gustafson, G. Ingelman, and T. Sjöstrand, Parton fragmentation and string dynamics, Physics Reports, vol.97, issue.2-3, pp.31-145, 1983.
DOI : 10.1016/0370-1573(83)90080-7

T. Sjostrand, Monte Carlo Generators, High-energy physics. Proceedings, European School, pp.51-74, 2006.

T. Sjöstrand, S. Mrenna, and P. Skands, PYTHIA 6.4 physics and manual, Journal of High Energy Physics, vol.30, issue.05, p.603175, 2006.
DOI : 10.1103/PhysRevD.35.3396

T. Sjostrand, S. Mrenna, and P. Z. Skands, A brief introduction to PYTHIA 8.1, Computer Physics Communications, vol.178, issue.11, pp.852-867, 2008.
DOI : 10.1016/j.cpc.2008.01.036

I. P. Lokhtin and A. M. Snigirev, A Model of jet quenching in ultrarelativistic heavy ion collisions and high-p T hadron spectra at RHIC, Eur. Phys. J. C, vol.45, issue.211, p.506189, 2006.

I. P. Lokhtin and L. V. Malinina, Heavy ion event generator HYDJET++ (HYDrodynamics plus JETs), Computer Physics Communications, vol.180, issue.5, pp.779-799, 2009.
DOI : 10.1016/j.cpc.2008.11.015

URL : http://arxiv.org/abs/0809.2708

M. Cacciari, J. Rojo, G. P. Salam, and G. Soyez, Jet reconstruction in heavy ion collisions, The European Physical Journal C, vol.80, issue.1, pp.71-1539, 2011.
DOI : 10.1140/epjc/s10052-011-1539-z

URL : https://hal.archives-ouvertes.fr/hal-00526760

G. Collaboration and S. Agostinelli, GEANT4: A Simulation toolkit, Nucl. Instrum. Meth, pp.506-250, 2003.

R. E. Kalman, A New Approach to Linear Filtering and Prediction Problems, no. Series D, pp.35-45, 1960.
DOI : 10.1115/1.3662552

P. Billoir, Progressive track recognition with a Kalman-like fitting procedure, Computer Physics Communications, vol.57, issue.1-3, pp.390-394, 1989.
DOI : 10.1016/0010-4655(89)90249-X

R. Frühwirth, Application of kalman filtering to track and vertex fitting " , Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, pp.444-450, 1987.

H. Bethe, Experimental nuclear physics, 1953.

L. Breiman, J. Friedman, R. Olshen, and C. Stone, Classification and Regression Trees, 1984.

J. R. Quinlan, Induction of decision trees, Machine Learning, vol.1, issue.1, pp.81-106, 1986.
DOI : 10.1007/BF00116251

J. R. Quinlan, C4.5: Programs for machine learning, 1993.

L. Breiman, Random forests, Machine Learning, vol.45, issue.1, pp.5-32, 2001.
DOI : 10.1023/A:1010933404324

Y. Freund and R. E. Schapire, Experiments with a new boosting algorithm, Proceedings of the Thirteenth International Conference on Machine Learning (ICML 1996) " , L. Saitta, pp.148-156, 1996.

J. H. Friedman, machine., The Annals of Statistics, vol.29, issue.5, pp.1189-1232, 2000.
DOI : 10.1214/aos/1013203451

X. Wu and V. Kumar, Top 10 algorithms in data mining, Knowledge and Information Systems, vol.9, issue.2, pp.1-37, 2008.
DOI : 10.1007/s10115-007-0114-2

DOI : 10.1142/9789812701978_0056

URL : https://hal.archives-ouvertes.fr/hal-00003645

H. Videau, Energy flow or Particle flow -The technique of " energy flow " for pedestrians International Conference on Linear Colliders - LCWS04, Ecole Polytechnique Palaiseau, pp.105-120, 2004.

F. Cms-collaboration and . Beaudette, The CMS Particle Flow Algorithm, Proceedings, International Conference on Calorimetry for the High Bibliography Energy Frontier (CHEF 2013), pp.295-304, 2013.

H. Bethe and W. Heitler, On the Stopping of Fast Particles and on the Creation of Positive Electrons, Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, vol.146, issue.856, pp.83-112, 1934.
DOI : 10.1098/rspa.1934.0140

W. Adam, R. Frühwirth, A. Strandlie, and T. Todorov, Reconstruction of electrons with the Gaussian-sum filter in the CMS tracker at the LHC, Journal of Physics G: Nuclear and Particle Physics, vol.31, issue.9, p.9, 2005.
DOI : 10.1088/0954-3899/31/9/N01

URL : https://hal.archives-ouvertes.fr/in2p3-00024961

P. Berta, M. Spousta, D. W. Miller, and R. Leitner, Particle-level pileup subtraction for jets and jet shapes, Journal of High Energy Physics, vol.71, issue.6
DOI : 10.1007/JHEP06(2014)092

URL : http://arxiv.org/abs/1403.3108

W. R. Leo, Techniques for Nuclear and Particle Physics Experiments: A How to Approach, 1987.

W. Waltenberger, Adaptive Vertex Reconstruction, 2008.

R. Frühwirth, W. Waltenberger, and P. Vanlaer, Adaptive Vertex Fitting, 2007.

C. Weiser, A Combined Secondary Vertex Based B-Tagging Algorithm in CMS, 2006.

B. Alver, Importance of correlations and fluctuations on the initial source eccentricity in high-energy nucleus-nucleus collisions, Physical Review C, vol.77, issue.1
DOI : 10.1103/PhysRevC.77.014906

M. Spousta, Flavor aspects of parton energy loss, The 8th International Conference on Hard and Electromagnetic Probes of High-energy Nuclear Collisions, 2016.