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Revealing quantum chaos with machine learning
Understanding properties of quantum matter is an outstanding challenge in science. In this paper, we demonstrate how machine-learning methods can be successfully applied for the classification of various regimes in single-particle and many-body systems. We realize neural network ...

Performance of the CMS hadron calorimeter with cosmic ray muons and LHC beam data
Journal article (2010) - B.C. Arnold (author), B.C. Arnold (author), G Chen (author), G Chen (author), G. Kim (author), G. Kim (author), D. Kong (author), D. Kong (author), H. Park (author), H. Park (author), D. Son (author), D. Son (author), S. Song (author), S. Song (author), S. Jung (author), S. Jung (author), B.C. Hong (author), B.C. Hong (author), H. Kim (author), H. Kim (author), J.H. Kim (author), J.H. Kim (author), K.S. Lee (author), K.S. Lee (author), H Chen (author), H Chen (author), S. Park (author), S. Park (author), J. Kim (author), J. Kim (author), M. Choi (author), M. Choi (author), G. Hahn (author), G. Hahn (author), S. Choi (author), S. Choi (author), YH Choi (author), YH Choi (author), J.L. Goh (author), J.L. Goh (author), H. Jeong (author), H. Jeong (author), T. Kim (author), T. Kim (author), J Lee (author), J Lee (author), C. Jiang (author), C. Jiang (author), S Lee (author), S Lee (author), P.I. Petrov (author), P.I. Petrov (author), J. Williams (author), J. Williams (author), M. Ahmad (author), M. Ahmad (author), M. Ahmad (author), I. Ahmed (author), I. Ahmed (author), I. Ahmed (author), M.S. Asghar (author), M.S. Asghar (author), M.S. Asghar (author), M.A.A. Awan (author), M.A.A. Awan (author), M.A.A. Awan (author), I. Hussain (author), I. Hussain (author), I. Hussain (author), M.W. Khan (author), M.W. Khan (author), M.W. Khan (author), S. Muhammad (author), S. Muhammad (author), S. Muhammad (author), D. Liang (author), D. Liang (author), H. Shahzad (author), H. Shahzad (author), H. Shahzad (author), P.M. Zalewski (author), P.M. Zalewski (author), A.E. David (author), A.E. David (author), P Ribeiro (author), P Ribeiro (author), PGR Silva (author), PGR Silva (author), M. Finger (author), M. Finger (author), M. Finger (author), M. Finger (author), A. Denisov (author), A. Denisov (author), V. Kim (author), V. Kim (author), A. Anisimov (author), A. Anisimov (author), B. Liu (author), B. Liu (author), A.J. Levine (author), A.J. Levine (author), V. Petrov (author), V. Petrov (author), M. Daniël (author), M. Daniël (author), J.I. Hernández (author), J.I. Hernández (author), B. Gómez (author), B. Gómez (author), J. Bos (author), J. Bos (author), D. Campi (author), D. Campi (author), M. Hansen (author), M. Hansen (author), J. Harvey (author), J. Harvey (author), H. Hoffmann (author), H. Hoffmann (author), X Meng (author), X Meng (author), R.A. Loos (author), R.A. Loos (author), F.E. Meijers (author), F.E. Meijers (author), M. Mulders (author), M. Mulders (author), L. Orsini (author), L. Orsini (author), E Perez (author), E Perez (author), A. Sharma (author), A. Sharma (author), S. König (author), S. König (author), F.A. Meier (author), F.A. Meier (author), Z. Chen (author), Z. Chen (author), A.J.H. Herve (author), A.J.H. Herve (author), J. Tao (author), J. Tao (author), A. Sanchez (author), A. Sanchez (author), M. Weber (author), M. Weber (author), A. Schmidt (author), A. Schmidt (author), Y. Chang (author), Y. Chang (author), E. Chen (author), E. Chen (author), W. Chen (author), W. Chen (author), A.C.S. Go (author), A.C.S. Go (author), C. Kuo (author), C. Kuo (author), S Li (author), S Li (author), W Lin (author), W Lin (author), J Wang (author), J Wang (author), P.L.T. Chang (author), P.L.T. Chang (author), Y. Chao (author), Y. Chao (author), K. Chen (author), K. Chen (author), Y. LEI (author), Y. LEI (author), S. Lin (author), S. Lin (author), R. Lu (author), R. Lu (author), J Schumann (author), J Schumann (author), C.C. Wang (author), C.C. Wang (author), M. Wang (author), M. Wang (author), M. Kaya (author), M. Kaya (author), M. Kaya (author), M. Kaya (author), Z Wang (author), Z Wang (author), M.O. Kaya (author), M.O. Kaya (author), M.O. Kaya (author), M.O. Kaya (author), N.O. Sonmez (author), N.O. Sonmez (author), N.O. Sonmez (author), N.O. Sonmez (author), T.O.C. Cheng (author), T.O.C. Cheng (author), M. Hansen (author), M. Hansen (author), RR Brown (author), RR Brown (author), J. Williams (author), J. Williams (author), J.P. Hays (author), J.P. Hays (author), A. Papageorgiou (author), A. Papageorgiou (author), A.P.D. Rose (author), A.P.D. Rose (author), A. khan (author), A. khan (author), Z. Xue (author), Z. Xue (author), R.E. Taylor (author), R.E. Taylor (author), J. Rohlf (author), J. Rohlf (author), S Wu (author), S Wu (author), S. Bhattacharya (author), S. Bhattacharya (author), D.V.Q. Nguyen (author), D.V.Q. Nguyen (author), P. Cox (author), P. Cox (author), H Liu (author), H Liu (author), M. Nikolic (author), M. Nikolic (author), J.N.V. Smith (author), J.N.V. Smith (author), M. Tripathi (author), M. Tripathi (author), S. Schmid (author), S. Schmid (author), Z. Zhang (author), Z. Zhang (author), J.H.C. Hauser (author), J.H.C. Hauser (author), X. Yang (author), X. Yang (author), A. Chandra (author), A. Chandra (author), F. Liu (author), F. Liu (author), H Liu (author), H Liu (author), A. Luthra (author), A. Luthra (author), H. Nguyen (author), H. Nguyen (author), B. Shen (author), B. Shen (author), V. Sharma (author), V. Sharma (author), S.C. Simon (author), S.C. Simon (author), J. Cai (author), J. Cai (author), Y. Ma (author), Y. Ma (author), Y. Yang (author), Y. Yang (author), L Zhang (author), L Zhang (author), K. Zhu (author), K. Zhu (author), R. Zhu (author), R. Zhu (author), B. Akgün (author), B. Akgün (author), S. Wagner (author), S. Wagner (author), A. Chatterjee (author), A. Chatterjee (author), S. Das (author), S. Das (author), B.A. Kreis (author), B.A. Kreis (author), Y. Ge (author), Y. Ge (author), VB Kuznetsov (author), VB Kuznetsov (author), X. Shi (author), X. Shi (author), W. Sun (author), W. Sun (author), W.Y. Teo (author), W.Y. Teo (author), Y. Weng (author), Y. Weng (author), S. Banerjee (author), S. Banerjee (author), P. Bhat (author), P. Bhat (author), J.G. Butler (author), J.G. Butler (author), H.Y. Cheung (author), H.Y. Cheung (author), D.M.J. Dykstra (author), D.M.J. Dykstra (author), S. Guo (author), S. Guo (author), L. feng (author), L. feng (author), Y. Guo (author), Y. Guo (author), M.K.P. Johnson (author), M.K.P. Johnson (author), C. Jones (author), C. Jones (author), J. Kaiser (author), J. Kaiser (author), C.O.S. Lei (author), C.O.S. Lei (author), S.A. Los (author), S.A. Los (author), K.A. Mishra (author), K.A. Mishra (author), R.V. Rivera (author), R.V. Rivera (author), S. Ryu (author), S. Ryu (author), Z. Hu (author), Z. Hu (author), S. Sharma (author), S. Sharma (author), R. Smith (author), R. Smith (author), R.A. Vidal (author), R.A. Vidal (author), W. Wu (author), W. Wu (author), J. Yun (author), J. Yun (author), M Chen (author), M Chen (author), Y. Fu (author), Y. Fu (author), J. Gartner (author), J. Gartner (author), B. Kim (author), B. Kim (author), D. Wang (author), D. Wang (author), Y. MAO (author), Y. MAO (author), L. Kramer (author), L. Kramer (author), J.L. Rodriguez (author), J.L. Rodriguez (author), M Bertoldi (author), M Bertoldi (author), J Chen (author), J Chen (author), J. Haas (author), J. Haas (author), K. Johnson (author), K. Johnson (author), M.M.T. Adams (author), M.M.T. Adams (author), MC Castro (author), MC Castro (author), D. Hofman (author), D. Hofman (author), E. Albayrak (author), E. Albayrak (author), S Qian (author), S Qian (author), RO Briggs (author), RO Briggs (author), L.F.K. Chung (author), L.F.K. Chung (author), I Schmidt (author), I Schmidt (author), S. Sen (author), S. Sen (author), J. Wetzel (author), J. Wetzel (author), K.W.A. Yi (author), K.W.A. Yi (author), Z. Guo (author), Z. Guo (author), N.Q. Tran (author), N.Q. Tran (author), Y Zhang (author), Y Zhang (author), S.J. Sanders (author), S.J. Sanders (author), H.H. Teng (author), H.H. Teng (author), T.K. Bolton (author), T.K. Bolton (author), A. Liu (author), A. Liu (author), Z. Wan (author), Z. Wan (author), D.J. Wright (author), D.J. Wright (author), G. Bauer (author), G. Bauer (author), M. Chan (author), M. Chan (author), Y. Kim (author), Y. Kim (author), Y. Lee (author), Y. Lee (author), W Li (author), W Li (author), T. MA (author), T. MA (author), B. Zhu (author), B. Zhu (author), M. Rudolph (author), M. Rudolph (author), S. Xie (author), S. Xie (author), A. Yoon (author), A. Yoon (author), J.H.A. Mans (author), J.H.A. Mans (author), J Zhang (author), J Zhang (author), D. Sanders (author), D. Sanders (author), D. Claes (author), D. Claes (author), J. Keller (author), J. Keller (author), S. Malik (author), S. Malik (author), A Kumar (author), A Kumar (author), A.M. Gomez (author), A.M. Gomez (author), K.L. Smith (author), K.L. Smith (author), L.I.P. Taylor (author), L.I.P. Taylor (author), S. Won (author), S. Won (author), D.K. Berry (author), D.K. Berry (author), J. Gu (author), J. Gu (author), G.F. Williams (author), G.F. Williams (author), N.J. Adam (author), N.J. Adam (author), A. Hunt (author), A. Hunt (author), J.K. Jones (author), J.K. Jones (author), E.A. Laird (author), E.A. Laird (author), A Fedorov (author), A Fedorov (author), A.K. Hektor (author), A.K. Hektor (author), M.T. Mooney (author), M.T. Mooney (author), J.M.M. Werner (author), J.M.M. Werner (author), Z. XIE (author), Z. XIE (author), X Huang (author), X Huang (author), A.J.M. Lopez (author), A.J.M. Lopez (author), N.I. Ippolito (author), N.I. Ippolito (author), M. Jones (author), M. Jones (author), C Liu (author), C Liu (author), H.W. Yoo (author), H.W. Yoo (author), Y. ZHENG (author), Y. ZHENG (author), L.D. Gross (author), L.D. Gross (author), P. Jindal (author), P. Jindal (author), F. Geurts (author), F. Geurts (author), J Liu (author), J Liu (author), L. Sabbatini (author), L. Sabbatini (author), Y.S. Chung (author), Y.S. Chung (author), M.A. Bhatti (author), M.A. Bhatti (author), M. Yan (author), M. Yan (author), S. Thomas (author), S. Thomas (author), T.G. Watts (author), T.G. Watts (author), Z. Yang (author), Z. Yang (author), P.D. van Hove (author), P.D. van Hove (author), C.T. Nguyen (author), C.T. Nguyen (author), S. Sengupta (author), S. Sengupta (author), H. Kim (author), H. Kim (author), S Lee (author), S Lee (author), BE Cox (author), BE Cox (author), M.C. Anderson (author), M.C. Anderson (author), S. Dutta (author), S. Dutta (author), A. Mohapatra (author), A. Mohapatra (author), W.A. Smith (author), W.A. Smith (author), T.R. Le Grand (author), T.R. Le Grand (author), T.R. Le Grand (author), K.T.J. Klein (author), K.T.J. Klein (author), M.R. Thomas (author), M.R. Thomas (author), M. Weber (author), M. Weber (author), G. Hilgers (author), G. Hilgers (author), G. Hilgers (author), A. Meyer (author), A. Meyer (author), A. Meyer (author), S.A. Schmitz (author), S.A. Schmitz (author), S.A. Schmitz (author), M. Hashemi (author), M. Hashemi (author), M.C.W. Davids (author), M.C.W. Davids (author), M.C.W. Davids (author), M.M. Duda (author), M.M. Duda (author), M.M. Duda (author), A. Meyer (author), A. Meyer (author), R. Schmidt (author), R. Schmidt (author), C.C. Wissing (author), C.C. Wissing (author), C. Sander (author), C. Sander (author), J. Bauer (author), J. Bauer (author), P.I. Blum (author), P.I. Blum (author), W. de Boer (author), W. de Boer (author), M.D. Frey (author), M.D. Frey (author), X.J.A. Janssen (author), X.J.A. Janssen (author), M.F. Heinrich (author), M.F. Heinrich (author), P.L.A. Sturm (author), P.L.A. Sturm (author), P.L.A. Sturm (author), I. PAPADOPOULOS (author), I. PAPADOPOULOS (author), D.A. Horváth (author), D.A. Horváth (author), D.A. Horváth (author), N.G. Toth (author), N.G. Toth (author), S. Bansal (author), S. Bansal (author), M. Jindal (author), M. Jindal (author), M. Kaur (author), M. Kaur (author), M. Mehta (author), M. Mehta (author), A. Sharma (author), A. Sharma (author), J. Maes (author), J. Maes (author), A. Singh (author), A. Singh (author), J. Singh (author), J. Singh (author), S Singh (author), S Singh (author), S. Ahuja (author), S. Ahuja (author), S. Arora (author), S. Arora (author), S. Bhattacharya (author), S. Bhattacharya (author), S. Bhattacharya (author), S. Chauhan (author), S. Chauhan (author), P. Gupta (author), P. Gupta (author), S. Jain (author), S. Jain (author), S. Jain (author), S. Jain (author), M.G.V. Maes (author), M.G.V. Maes (author), M. Jha (author), M. Jha (author), A Kumar (author), A Kumar (author), A. Srivastava (author), A. Srivastava (author), R.D. Choudhury (author), R.D. Choudhury (author), D. Dutta (author), D. Dutta (author), A. Mohanty (author), A. Mohanty (author), T. Aziz (author), T. Aziz (author), A. Gurtu (author), A. Gurtu (author), A. Nayak (author), A. Nayak (author), A. Saha (author), A. Saha (author), A. Marinov (author), A. Marinov (author), S. Banerjee (author), S. Banerjee (author), A. Jafari (author), A. Jafari (author), M. Maggi (author), M. Maggi (author), R.T. Rajan (author), R.T. Rajan (author), A. Perrotta (author), A. Perrotta (author), R. Travaglini (author), R. Travaglini (author), R. Travaglini (author), S. Costa (author), S. Costa (author), S. Costa (author), R. D'Alessandro (author), R. D'Alessandro (author), R. D'Alessandro (author), A. Russo (author), A. Russo (author), M. Michelotto (author), M. Michelotto (author), A. Dimitrov (author), A. Dimitrov (author), S. Ventura (author), S. Ventura (author), C. Riccardi (author), C. Riccardi (author), C. Riccardi (author), A.O. Kraan (author), A.O. Kraan (author), L. Martini (author), L. Martini (author), S Sarkar (author), S Sarkar (author), M. Costa (author), M. Costa (author), M. Costa (author), M. Marone (author), M. Marone (author), M. Marone (author), S. Chang (author), S. Chang (author), J. Chung (author), J. Chung (author), D.H. Kim (author), D.H. Kim (author)
The CMS Hadron Calorimeter in the barrel, endcap and forward regions is fully commissioned. Cosmic ray data were taken with and without magnetic field at the surface hall and after installation in the experimental hall, hundred meters underground. Various measurements were also p ...

Identification and filtering of uncharacteristic noise in the CMS hadron calorimeter
Journal article (2010) - B.C. Arnold (author), B.C. Arnold (author), G Chen (author), G Chen (author), D. Kong (author), D. Kong (author), H. Park (author), H. Park (author), D. Son (author), D. Son (author), S. SONG (author), S. SONG (author), S. Jung (author), S. Jung (author), B.C. Hong (author), B.C. Hong (author), H. Kim (author), H. Kim (author), J.H. Kim (author), J.H. Kim (author), K.S. Lee (author), K.S. Lee (author), S. Park (author), S. Park (author), H Chen (author), H Chen (author), J. Kim (author), J. Kim (author), M. Choi (author), M. Choi (author), G. Hahn (author), G. Hahn (author), S. Choi (author), S. Choi (author), YH Choi (author), YH Choi (author), J.L. Goh (author), J.L. Goh (author), H. Jeong (author), H. Jeong (author), T. Kim (author), T. Kim (author), J Lee (author), J Lee (author), S Lee (author), S Lee (author), C. Jiang (author), C. Jiang (author), P.I. Petrov (author), P.I. Petrov (author), J. Williams (author), J. Williams (author), M. Ahmad (author), M. Ahmad (author), M. Ahmad (author), I. Ahmed (author), I. Ahmed (author), I. Ahmed (author), M.S. Asghar (author), M.S. Asghar (author), M.S. Asghar (author), M.A.A. Awan (author), M.A.A. Awan (author), M.A.A. Awan (author), I. Hussain (author), I. Hussain (author), I. Hussain (author), M.W. Khan (author), M.W. Khan (author), M.W. Khan (author), S. Muhammad (author), S. Muhammad (author), S. Muhammad (author), H. Shahzad (author), H. Shahzad (author), H. Shahzad (author), D. Liang (author), D. Liang (author), P.M. Zalewski (author), P.M. Zalewski (author), A.E. David (author), A.E. David (author), P Ribeiro (author), P Ribeiro (author), PGR Silva (author), PGR Silva (author), M. Finger (author), M. Finger (author), M. Finger (author), M. Finger (author), A. Denisov (author), A. Denisov (author), V. Kim (author), V. Kim (author), A. Anisimov (author), A. Anisimov (author), A.J. Levine (author), A.J. Levine (author), B. Liu (author), B. Liu (author), V. Petrov (author), V. Petrov (author), M. Daniël (author), M. Daniël (author), J.I. Hernández (author), J.I. Hernández (author), B. Gómez (author), B. Gómez (author), J. Bos (author), J. Bos (author), D. Campi (author), D. Campi (author), M. Hansen (author), M. Hansen (author), J. Harvey (author), J. Harvey (author), H. Hoffmann (author), H. Hoffmann (author), R.J. Loos (author), R.J. Loos (author), X Meng (author), X Meng (author), F.E. Meijers (author), F.E. Meijers (author), M. Mulders (author), M. Mulders (author), L. Orsini (author), L. Orsini (author), E Perez (author), E Perez (author), A. Sharma (author), A. Sharma (author), S. König (author), S. König (author), F.A. Meier (author), F.A. Meier (author), Z. Chen (author), Z. Chen (author), A.J.H. Herve (author), A.J.H. Herve (author), A. Sanchez (author), A. Sanchez (author), J. Tao (author), J. Tao (author), M. Weber (author), M. Weber (author), A. Schmidt (author), A. Schmidt (author), Y. Chang (author), Y. Chang (author), E. Chen (author), E. Chen (author), W. Chen (author), W. Chen (author), A.C.S. Go (author), A.C.S. Go (author), C. Kuo (author), C. Kuo (author), S Li (author), S Li (author), W Lin (author), W Lin (author), P.L.T. Chang (author), P.L.T. Chang (author), J Wang (author), J Wang (author), Y. Chao (author), Y. Chao (author), K. Chen (author), K. Chen (author), Y. Lei (author), Y. Lei (author), S. Lin (author), S. Lin (author), R. Lu (author), R. Lu (author), J Schumann (author), J Schumann (author), C.C. Wang (author), C.C. Wang (author), M. Wang (author), M. Wang (author), M. Kaya (author), M. Kaya (author), M. Kaya (author), M. Kaya (author), M.O. Kaya (author), M.O. Kaya (author), M.O. Kaya (author), M.O. Kaya (author), Z Wang (author), Z Wang (author), N.O. Sonmez (author), N.O. Sonmez (author), N.O. Sonmez (author), N.O. Sonmez (author), T.O.C. Cheng (author), T.O.C. Cheng (author), M. Hansen (author), M. Hansen (author), RR Brown (author), RR Brown (author), J. Williams (author), J. Williams (author), J.P. Hays (author), J.P. Hays (author), A. Papageorgiou (author), A. Papageorgiou (author), A.V. Rose (author), A.V. Rose (author), A. Khan (author), A. Khan (author), R.E. Taylor (author), R.E. Taylor (author), Z. Xue (author), Z. Xue (author), J. Rohlf (author), J. Rohlf (author), S Wu (author), S Wu (author), S. Bhattacharya (author), S. Bhattacharya (author), D.C.C. Nguyen (author), D.C.C. Nguyen (author), P. Cox (author), P. Cox (author), H Liu (author), H Liu (author), M. Nikolic (author), M. Nikolic (author), J.N.V. Smith (author), J.N.V. Smith (author), M. Tripathi (author), M. Tripathi (author), J.H.C. Hauser (author), J.H.C. Hauser (author), S. Schmid (author), S. Schmid (author), Z. Zhang (author), Z. Zhang (author), X. Yang (author), X. Yang (author), A. Chandra (author), A. Chandra (author), F. LIU (author), F. LIU (author), H Liu (author), H Liu (author), A. Luthra (author), A. Luthra (author), H. Nguyen (author), H. Nguyen (author), B. 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Commissioning studies of the CMS hadron calorimeter have identified sporadic uncharacteristic noise and a small number of malfunctioning calorimeter channels. Algorithms have been developed to identify and address these problems in the data. The methods have been tested on cosmic ...

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