SS
S. Sen
2 records found
1
This thesis presents a sophisticated exploration into the use of genetic algorithms (GAs) for the design and optimization of golf courses, integrating both theoretical and practical perspectives. It outlines the challenges of traditional golf course design, including the strategi
...
This thesis presents a sophisticated exploration into the use of genetic algorithms (GAs) for the design and optimization of golf courses, integrating both theoretical and practical perspectives. It outlines the challenges of traditional golf course design, including the strategic placement of features such as tees, greens, and hazards, and the need for efficient use of the landscape. By leveraging GAs, the research demonstrates a methodology to optimize these elements by simulating numerous design iterations, which helps in achieving an ideal balance between aesthetic appeal and playability. The core contribution of this
thesis lies in its detailed application of GAs to model and solve the complex problem of golf course layout with considerations for various design constraints like safety, play strategy, and land use efficiency. The results show that GAs can effectively generate diverse, innovative golf course designs that meet specified criteria and constraints, outperforming traditional methods in terms of the quality of the solutions, although at the cost of speed. This study not only enhances the toolkit available to golf course architects but also serves as a prototype for future research in the field. It suggests avenues for further exploration, including the integration of other computational techniques like reinforcement learning and advanced simulation tools, to further refine the design process and tailor golf course layouts to specific environmental and geographical conditions.
thesis lies in its detailed application of GAs to model and solve the complex problem of golf course layout with considerations for various design constraints like safety, play strategy, and land use efficiency. The results show that GAs can effectively generate diverse, innovative golf course designs that meet specified criteria and constraints, outperforming traditional methods in terms of the quality of the solutions, although at the cost of speed. This study not only enhances the toolkit available to golf course architects but also serves as a prototype for future research in the field. It suggests avenues for further exploration, including the integration of other computational techniques like reinforcement learning and advanced simulation tools, to further refine the design process and tailor golf course layouts to specific environmental and geographical conditions.
Journal article
(2010)
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B.C.
Arnold
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B.C.
Arnold
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G
Chen
(author),
G
Chen
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D.
Kong
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D.
Kong
(author),
H.
Park
(author),
H.
Park
(author),
D.
Son
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D.
Son
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S.
SONG
(author),
S.
SONG
(author),
S.
Jung
(author),
S.
Jung
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B.C.
Hong
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B.C.
Hong
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H.
Kim
(author),
H.
Kim
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J.H.
Kim
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J.H.
Kim
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K.S.
Lee
(author),
K.S.
Lee
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S.
Park
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S.
Park
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H
Chen
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H
Chen
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J.
Kim
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J.
Kim
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M.
Choi
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M.
Choi
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G.
Hahn
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G.
Hahn
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S.
Choi
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S.
Choi
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YH
Choi
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YH
Choi
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J.L.
Goh
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J.L.
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H.
Jeong
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H.
Jeong
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T.
Kim
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T.
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J
Lee
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J
Lee
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S
Lee
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S
Lee
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C.
Jiang
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C.
Jiang
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Chenpeng
Jiang
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Chenpeng
Jiang
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Chengpeng
Jiang
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Chengpeng
Jiang
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P.I.
Petrov
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P.I.
Petrov
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J.
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J.
Williams
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M.
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M.
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M.
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I.
Ahmed
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I.
Ahmed
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I.
Ahmed
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M.S.
Asghar
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M.S.
Asghar
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M.S.
Asghar
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M.A.A.
Awan
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M.A.A.
Awan
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M.A.A.
Awan
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I.
Hussain
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I.
Hussain
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I.
Hussain
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M.W.
Khan
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M.W.
Khan
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M.W.
Khan
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S.
Muhammad
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S.
Muhammad
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S.
Muhammad
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H.
Shahzad
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H.
Shahzad
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H.
Shahzad
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D.
Liang
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D.
Liang
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P.M.
Zalewski
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P.M.
Zalewski
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A.E.
David
(author),
A.E.
David
(author),
P
Ribeiro
(author),
P
Ribeiro
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P
Ribeiro
(author),
P
Ribeiro
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PGR
Silva
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PGR
Silva
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PGR
Silva
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PGR
Silva
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M.
Finger
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M.
Finger
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M
Finger
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M
Finger
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M
Finger
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M
Finger
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M.
Finger
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M.
Finger
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A.
Denisov
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A.
Denisov
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V.
Kim
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V.
Kim
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A.
Anisimov
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A.
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A. G.
Anisimov
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A. G.
Anisimov
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Andrei G.
Anisimov
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Andrei G.
Anisimov
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A.J.
Levine
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A.J.
Levine
(author),
B.
Liu
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B.
Liu
(author),
V.
Petrov
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V.
Petrov
(author),
M.
Daniël
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M.
Daniël
(author),
J.I.
Hernandez
(author),
J.I.
Hernandez
(author),
J.I.
Hernández
(author),
J.I.
Hernández
(author),
Jose Ignacio
Hernández
(author),
Jose Ignacio
Hernández
(author),
Jose Ignacio
Hernandez
(author),
Jose Ignacio
Hernandez
(author),
José Ignacio
Hernandez
(author),
José Ignacio
Hernandez
(author),
José Ignacio
Hernández
(author),
José Ignacio
Hernández
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B.
Gómez
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B.
Gómez
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J.
Bos
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J.
Bos
(author),
D.
Campi
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D.
Campi
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M.
Hansen
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M.
Hansen
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J.
Harvey
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J.
Harvey
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H.
Hoffmann
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H.
Hoffmann
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R.J.
Loos
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R.J.
Loos
(author),
X
Meng
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X
Meng
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F.E.
Meijers
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F.E.
Meijers
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M.
Mulders
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M.
Mulders
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L.
Orsini
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L.
Orsini
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E
Perez
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E
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A.
Sharma
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A.
Sharma
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S.
König
(author),
S.
König
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F.A.
Meier
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F.A.
Meier
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Z.
Chen
(author),
Z.
Chen
(author),
A.J.H.
Herve
(author),
A.J.H.
Herve
(author),
A.
Sanchez
(author),
A.
Sanchez
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J.
Tao
(author),
J.
Tao
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M.
Weber
(author),
M.
Weber
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A.
Schmidt
(author),
A.
Schmidt
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Y.
Chang
(author),
Y.
Chang
(author),
E.
Chen
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E.
Chen
(author),
W.
Chen
(author),
W.
Chen
(author),
A.C.S.
Go
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A.C.S.
Go
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C.
Kuo
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C.
Kuo
(author),
S
Li
(author),
S
Li
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W
Lin
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W
Lin
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P.L.T.
Chang
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P.L.T.
Chang
(author),
J
Wang
(author),
J
Wang
(author),
Y.
Chao
(author),
Y.
Chao
(author),
K.
Chen
(author),
K.
Chen
(author),
Kewang
Chen
(author),
Kewang
Chen
(author),
Y.
Lei
(author),
Y.
Lei
(author),
S.
Lin
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S.
Lin
(author),
R.
Lu
(author),
R.
Lu
(author),
J
Schumann
(author),
J
Schumann
(author),
J
Schumann
(author),
J
Schumann
(author),
C.C.
Wang
(author),
C.C.
Wang
(author),
Charlie C.L.
Wang
(author),
Charlie C.L.
Wang
(author),
Charlie
Wang
(author),
Charlie
Wang
(author),
Meng
Wang
(author),
Meng
Wang
(author),
M.
Wang
(author),
M.
Wang
(author),
M.
Kaya
(author),
M.
Kaya
(author),
M.
Kaya
(author),
M.
Kaya
(author),
Mesut
Kaya
(author),
Mesut
Kaya
(author),
Mesut
Kaya
(author),
Mesut
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
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M.
Hansen
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RR
Brown
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RR
Brown
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J.
Williams
(author),
J.
Williams
(author),
J.P.
Hays
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J.P.
Hays
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A.
Papageorgiou
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A.
Papageorgiou
(author),
A.V.
Rose
(author),
A.V.
Rose
(author),
A.
Khan
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A.
Khan
(author),
R.E.
Taylor
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R.E.
Taylor
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Z.
Xue
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Z.
Xue
(author),
J.
Rohlf
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J.
Rohlf
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S
Wu
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S
Wu
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S.
Bhattacharya
(author),
S.
Bhattacharya
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D.C.C.
Nguyen
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D.C.C.
Nguyen
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P.
Cox
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P.
Cox
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H
Liu
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H
Liu
(author),
M.
Nikolic
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M.
Nikolic
(author),
J.N.V.
Smith
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J.N.V.
Smith
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M.
Tripathi
(author),
M.
Tripathi
(author),
J.H.C.
Hauser
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J.H.C.
Hauser
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Sonja
Schmid
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Sonja
Schmid
(author),
S.
Schmid
(author),
S.
Schmid
(author),
Z.
Zhang
(author),
Z.
Zhang
(author),
X.
Yang
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X.
Yang
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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),
Y.
Ma
(author),
Y.
Ma
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J.
Cai
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J.
Cai
(author),
Y.
Yang
(author),
Y.
Yang
(author),
L
Zhang
(author),
L
Zhang
(author),
K.
Zhu
(author),
K.
Zhu
(author),
Kailun
Zhu
(author),
Kailun
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),
A.
Chatterjee
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Anasua
Chatterjee
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Anasua
Chatterjee
(author),
Anasua
Chatterjee
(author),
S.
Das
(author),
S.
Das
(author),
B.A.
Kreis
(author),
B.A.
Kreis
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VB
Kuznetsov
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VB
Kuznetsov
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VB
Kuznetsov
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VB
Kuznetsov
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Y.
GE
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Y.
GE
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X.
Shi
(author),
X.
Shi
(author),
Wenbo
Sun
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Wenbo
Sun
(author),
W.
Sun
(author),
W.
Sun
(author),
W.Y.
Teo
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W.Y.
Teo
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Y.
Weng
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Y.
Weng
(author),
S.
Banerjee
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S.
Banerjee
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P.
Bhat
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P.
Bhat
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J.G.
Butler
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J.G.
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H.Y.
Cheung
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H.Y.
Cheung
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D.M.J.
Dykstra
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D.M.J.
Dykstra
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L.
Feng
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L.
Feng
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S.
GUO
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S.
GUO
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Y.
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Y.
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M.K.P.
Johnson
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M.K.P.
Johnson
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C.
Jones
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C.
Jones
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J.
Kaiser
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J.
Kaiser
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C.O.S.
Lei
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C.O.S.
Lei
(author),
S.A.
Los
(author),
S.A.
Los
(author),
K.A.
Mishra
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K.A.
Mishra
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R.V.
Rivera
(author),
R.V.
Rivera
(author),
S.
Ryu
(author),
S.
Ryu
(author),
Shubham
Sharma
(author),
Shubham
Sharma
(author),
S.
Sharma
(author),
S.
Sharma
(author),
Z.
Hu
(author),
Z.
Hu
(author),
R.
Smith
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R.
Smith
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R.A.
Vidal
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R.A.
Vidal
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W.
Wu
(author),
W.
Wu
(author),
J.
Yun
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J.
Yun
(author),
M
Chen
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M
Chen
(author),
Y.
Fu
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Y.
Fu
(author),
J.
Gartner
(author),
J.
Gartner
(author),
Johannes
Gartner
(author),
Johannes
Gartner
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B.
Kim
(author),
B.
Kim
(author),
D.
Wang
(author),
D.
Wang
(author),
L.
Kramer
(author),
L.
Kramer
(author),
Y.
Mao
(author),
Y.
Mao
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J.L.
Rodriguez
(author),
J.L.
Rodriguez
(author),
M
Bertoldi
(author),
M
Bertoldi
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J
Chen
(author),
J
Chen
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J.
Haas
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J.
Haas
(author),
K.
Johnson
(author),
K.
Johnson
(author),
M.G.A.
Adams
(author),
M.G.A.
Adams
(author),
MC
Castro
(author),
MC
Castro
(author),
D.
Hofman
(author),
D.
Hofman
(author),
E.
Albayrak
(author),
E.
Albayrak
(author),
RO
Briggs
(author),
RO
Briggs
(author),
RO
Briggs
(author),
RO
Briggs
(author),
S
Qian
(author),
S
Qian
(author),
L.F.K.
Chung
(author),
L.F.K.
Chung
(author),
I
Schmidt
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I
Schmidt
(author),
S.
Sen
(author),
S.
Sen
(author),
J.
Wetzel
(author),
J.
Wetzel
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K.W.A.
Yi
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K.W.A.
Yi
(author),
Z.
Guo
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Z.
Guo
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N.Q.
Tran
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N.Q.
Tran
(author),
Y
Zhang
(author),
Y
Zhang
(author),
S.J.
Sanders
(author),
S.J.
Sanders
(author),
T.K.
Bolton
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T.K.
Bolton
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H.H.
Teng
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H.H.
Teng
(author),
A.
Liu
(author),
A.
Liu
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Z.
Wan
(author),
Z.
Wan
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D.J.
Wright
(author),
D.J.
Wright
(author),
G.
Bauer
(author),
G.
Bauer
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M.
Chan
(author),
M.
Chan
(author),
Michael
Chan
(author),
Michael
Chan
(author),
Y.
Kim
(author),
Y.
Kim
(author),
Y.
Lee
(author),
Y.
Lee
(author),
W
Li
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W
Li
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T.
Ma
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T.
Ma
(author),
M.
Rudolph
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M.
Rudolph
(author),
B.
Zhu
(author),
B.
Zhu
(author),
Zhu
Zhu
(author),
Zhu
Zhu
(author),
B.
Baozhou
(author),
B.
Baozhou
(author),
Zhu
Baozhou
(author),
Zhu
Baozhou
(author),
Baozhou
Baozhou
(author),
Baozhou
Baozhou
(author),
Baozhou
Zhu
(author),
Baozhou
Zhu
(author),
S.
Xie
(author),
S.
Xie
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A.
Yoon
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A.
Yoon
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J.H.A.
Mans
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J.H.A.
Mans
(author),
J
Zhang
(author),
J
Zhang
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D.
Sanders
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D.
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D.
Claes
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D.
Claes
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J.
Keller
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J.
Keller
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S.
Malik
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S.
Malik
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A.
Kumar
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A.
Kumar
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A.
Kumar
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A.
Kumar
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A
Kumar
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A
Kumar
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A
Kumar
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A
Kumar
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K.L.
Smith
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K.L.
Smith
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A.M.
Gomez
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A.M.
Gomez
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L.I.P.
Taylor
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L.I.P.
Taylor
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S.
Won
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S.
Won
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D.K.
Berry
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D.K.
Berry
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J.
Gu
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J.
Gu
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G.F.
Williams
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G.F.
Williams
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N.J.
Adam
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N.J.
Adam
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Andres
Hunt
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Andres
Hunt
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A.
Hunt
(author),
A.
Hunt
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J.C.
Jones
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J.C.
Jones
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E.A.
Laird
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E.A.
Laird
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M.T.
Mooney
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M.T.
Mooney
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A
Fedorov
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A
Fedorov
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A
Fedorov
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A
Fedorov
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A. K.
Fedorov
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A. K.
Fedorov
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A. K.
Fedorov
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A. K.
Fedorov
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A.K.
Hektor
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A.K.
Hektor
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J.M.M.
Werner
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J.M.M.
Werner
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Z.
Xie
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Z.
Xie
(author),
X
Huang
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X
Huang
(author),
A.J.M.
Lopez
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A.J.M.
Lopez
(author),
N.I.
Ippolito
(author),
N.I.
Ippolito
(author),
Nicola
Ippolito
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Nicola
Ippolito
(author),
M.
Jones
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M.
Jones
(author),
C
Liu
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C
Liu
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H.W.
Yoo
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H.W.
Yoo
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Y.
Zheng
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Y.
Zheng
(author),
Prakhar
Jindal
(author),
Prakhar
Jindal
(author),
P.
Jindal
(author),
P.
Jindal
(author),
L.D.
Gross
(author),
L.D.
Gross
(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),
C.T.
Nguyen
(author),
C.T.
Nguyen
(author),
P.D.
van Hove
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P.D.
van Hove
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S.
Sengupta
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S.
Sengupta
(author),
H.
Kim
(author),
H.
Kim
(author),
S
Lee
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S
Lee
(author),
BE
Cox
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BE
Cox
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M.H.
Anderson
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M.H.
Anderson
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S.
Dutta
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S.
Dutta
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A.
Mohapatra
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A.
Mohapatra
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W.M.
Smith
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W.M.
Smith
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T.R.
Le Grand
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T.R.
Le Grand
(author),
T.R.
Le Grand
(author),
K.T.J.
Klein
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K.T.J.
Klein
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M.C.O.
Thomas
(author),
M.C.O.
Thomas
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M.
Weber
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M.
Weber
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G.
Hilgers
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G.
Hilgers
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G.
Hilgers
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A.
Meyer
(author),
A.
Meyer
(author),
A.
Meyer
(author),
Angela
Meyer
(author),
Angela
Meyer
(author),
Angela
Meyer
(author),
S.A.
Schmitz
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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),
Angela
Meyer
(author),
Angela
Meyer
(author),
R.
Schmidt
(author),
R.
Schmidt
(author),
C.C.
Wissing
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C.C.
Wissing
(author),
C.
Sander
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C.
Sander
(author),
J.
Bauer
(author),
J.
Bauer
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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
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Mannat
Kaur
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Mannat
Kaur
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M.
Kaur
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M.
Kaur
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M.
Mehta
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M.
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A.
Sharma
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A.
Sharma
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J.
Maes
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J.
Maes
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A.
Singh
(author),
A.
Singh
(author),
J.
Singh
(author),
J.
Singh
(author),
S
Singh
(author),
S
Singh
(author),
S.
Ahuja
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S.
Ahuja
(author),
S.
arora
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S.
arora
(author),
S.
Bhattacharya
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S.
Bhattacharya
(author),
S.
Bhattacharya
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P.
Gupta
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P.
Gupta
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S.
Jain
(author),
S.
Jain
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S.
Jain
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S.
Jain
(author),
M.
Jha
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M.
Jha
(author),
M.G.V.
Maes
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M.G.V.
Maes
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A.
Kumar
(author),
A.
Kumar
(author),
A.
Kumar
(author),
A.
Kumar
(author),
A
Kumar
(author),
A
Kumar
(author),
A
Kumar
(author),
A
Kumar
(author),
A.
Srivastava
(author),
A.
Srivastava
(author),
R.D.
Choudhury
(author),
R.D.
Choudhury
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D.
Dutta
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D.
Dutta
(author),
A.
Mohanty
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A.
Mohanty
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T.
Aziz
(author),
T.
Aziz
(author),
A.
Gurtu
(author),
A.
Gurtu
(author),
A.
Nayak
(author),
A.
Nayak
(author),
Abhishek
Saha
(author),
Abhishek
Saha
(author),
A.
Saha
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A.
Saha
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S.
Banerjee
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S.
Banerjee
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A.
Marinov
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A.
Marinov
(author),
A.
Jafari
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A.
Jafari
(author),
M.
Maggi
(author),
M.
Maggi
(author),
R.T.
Rajan
(author),
R.T.
Rajan
(author),
Raj Thilak
Rajan
(author),
Raj Thilak
Rajan
(author),
Raj T.
Rajan
(author),
Raj 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),
S.
Ventura
(author),
S.
Ventura
(author),
A.
Dimitrov
(author),
A.
Dimitrov
(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),
Dong Hyun
Kim
(author),
Dong Hyun
Kim
(author),
D.H.
Kim
(author),
D.H.
Kim
(author),
G.
Kim
(author),
G.
Kim
(author)
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
...
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 ray muon data, calorimeter noise data, and single beam data collected with CMS in 2008. The noise rejection algorithms can be applied to LHC collision data at the trigger level or in the offline analysis. The application of the algorithms at the trigger level is shown to remove 90% of noise events with fake missing transverse energy above 100 GeV, which is sufficient for the CMS physics trigger operation.
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