Search for the Higgs boson with the CDF experiment at the Tevatron:
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| Main Author: | |
|---|---|
| Format: | Thesis Book |
| Language: | English |
| Published: |
2005
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | 186 S. Ill., graph. Darst. 30 cm |
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MARC
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|---|---|---|---|
| 001 | BV021549376 | ||
| 003 | DE-604 | ||
| 007 | t | ||
| 008 | 060412s2005 gw ad|| m||| 00||| eng d | ||
| 015 | |a 05,H11,0638 |2 dnb | ||
| 016 | 7 | |a 975901974 |2 DE-101 | |
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| 044 | |a gw |c XA-DE | ||
| 049 | |a DE-91 |a DE-188 | ||
| 084 | |a 530 |2 sdnb | ||
| 100 | 1 | |a Hennecke, Martin |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Search for the Higgs boson with the CDF experiment at the Tevatron |c von Martin Hennecke |
| 264 | 1 | |c 2005 | |
| 300 | |a 186 S. |b Ill., graph. Darst. |c 30 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 502 | |a Karlsruhe, Univ., Diss., 2005 | ||
| 650 | 4 | |a Tevatron - Higgs-Teilchen | |
| 650 | 0 | 7 | |a Higgs-Teilchen |0 (DE-588)4209328-4 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Tevatron |0 (DE-588)4577796-2 |2 gnd |9 rswk-swf |
| 655 | 7 | |0 (DE-588)4113937-9 |a Hochschulschrift |2 gnd-content | |
| 689 | 0 | 0 | |a Tevatron |0 (DE-588)4577796-2 |D s |
| 689 | 0 | 1 | |a Higgs-Teilchen |0 (DE-588)4209328-4 |D s |
| 689 | 0 | |5 DE-604 | |
| 856 | 4 | 2 | |m DNB Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=014765472&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-014765472 | |
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| _version_ | 1808135062501195776 |
|---|---|
| adam_text |
CONTENTS
1
INTRODUCTION
17
1.1
THE
STANDARD
MODEL
.
17
1.2
MOTIVATION
.
18
1.3
OVERVIEW
.
18
2
TEVATRON
AND
CDF
19
2.1
THE
TEVATRON
.
19
2.1.1
ACCELERATOR
CHAIN
.
19
2.1.2
ANTI-PROTON
PRODUCTION
.
20
2.1.3
RECYCLER
.
21
2.1.4
LUMINOSITY
.
22
2.1.5
OUTLOOK
.
23
2.2
THE
CDF
II
DETECTOR
.
26
2.2.1
TRACKING
SYSTEM
.
27
2.2.2
CALORIMETERS
.
29
2.2.3
MUON
DETECTORS
.
31
2.2.4
OTHER
DETECTORS
.
32
2.2.5
DATA
ACQUISITION
AND
TRIGGER
.
33
3
THEORETICAL
FOUNDATIONS
37
3.1
THE
STANDARD
MODEL
.
37
3.1.1
BOSONS
AND
FERMIONS
.
37
3.1.2
THE
GAUGE
PRINCIPLE
.
39
3.1.3
THE
STRONG
INTERACTION
.
40
3.1.4
THE
WEAK
INTERACTION
.
41
3.1.5
RUNNING
COUPLING
CONSTANTS
.
44
3.1.6
THE
HIGGS
MECHANISM
.
46
3.2
HIGGS
PRODUCTION
AND
DECAY
AT
THE
TEVATRON
.
51
3.2.1
PRODUCTION
PROCESSES
.
51
3.2.2
HIGGS
DECAYS
.
53
3.2.3
THE
CHANNEL
WH
-
LUBB
.
55
3.2.4
THE
CHANNEL
ZH
LL
BB
.
56
3.3
BACKGROUND
PROCESSES
.
57
4
NEURAL
NETWORKS
61
4.1
MODELLING
NEURONS
.
61
4.1.1
BIOLOGICAL
NEURONS
.
61
6
CONTENTS
4.1.2
THE
MATHEMATICAL
MODEL
.
62
4.1.3
NETWORK
TOPOLOGIES
.
64
4.2
NETWORK
TRAINING
.
65
4.2.1
BACKPROPAGATION
.
68
4.3
IMPROVING
NETWORK
PERFORMANCE
.
73
4.3.1
PREPROCESSING
.
73
4.3.2
REGULARISATION
.
74
4.3.3
MOMENTUM
TERM
.
74
4.3.4
WEIGHT
DECAY
AND
PRUNING
.
75
4.4
ADVANCED
METHODS
.
75
4.4.1
THE
HESSIAN
MATRIX
.
75
4.4.2
CONJUGATE
GRADIENT
DESCENT
.
76
4.4.3
ALTERNATIVE
COST
FUNCTIONS
.
YY.
.
77
4.5
NEUROBAYES
.
78
5
DATA
ANALYSIS
81
5.1
INTRODUCTION
.
81
5.2
DATA
AND
MONTE
CARLO
SAMPLES
.
81
5.2.1
DATA
SAMPLE
AND
LUMINOSITY
.
83
5.2.2
MONTE
CARLO
SAMPLES
.
83
5.3
PRESELECTION
CUTS
.
85
5.3.1
JETS
AND
MISSING
E
T
.
85
5.3.2
ELECTRONS
.
86
5.3.3
MUONS
.
87
5.4
EVENT
ESTIMATION
.
89
5.4.1
ACCEPTANCE
.
89
5.4.2
SIGNAL
PROCESS
.
90
5.4.3
BACKGROUND
PROCESSES
.
91
5.4.4
MC
DERIVED
BACKGROUND
.
92
5.4.5
SUMMARY
OF
EVENT
ESTIMATION
.
93
5.5
SYSTEMATIC
ERRORS
.
95
5.5.1
JET
ENERGY
SCALE
.
95
5.5.2
RADIATION
MODELLING
.
96
5.5.3
TOP
QUARK
MASS
.
96
5.5.4
PARTON
DISTRIBUTION
FUNCTIONS
.
97
5.5.5
SIGNAL
AND
BACKGROUND
GENERATORS
.
97
5.5.6
SUMMARY
OF
SYSTEMATIC
UNCERTAINTIES
.
98
5.5.7
TT
SYSTEMATICS
.
98
5.6
APPLICATION
OF
THE
NEURAL
NETWORK
.
100
5.6.1
NETWORK
INPUT
VARIABLES
.
100
5.6.2
NETWORK
TRAINING
WITH
WEIGHTS
.
102
5.6.3
OPTIMISATION
STUDY
.
103
5.6.4
FINAL
NETWORK
PARAMETERS
AND
PERFORMANCE
.
104
CONTENTS
7
6
RESULTS
109
6.1
LIMIT
CALCULATION
.
113
6.1.1
POISSON
STATISTICS
.
113
6.1.2
INCORPORATING
UNCERTAINTIES
.
114
6.2
FINAL
EXCLUSION
LIMIT
.
T
.
114
6.3
COMPARISON
WITH
OTHER
STUDIES
.
117
6.3.1
RUN
II
HIGGS
REPORT
.
I
.
117
7
CONCLUSION
AND
OUTLOOK
'
123
7.1
CONCLUSION
.
123
7.2
OUTLOOK
.
123
A
CROSS
SECTION
CALCULATION
125
B
WEIGHT
CALCULATION
135
B.L
NB-TEACHER
.
135
B.2
NB-EXPERT
.
137
C
ACCEPTANCES
139
D
NETWORK
PERFORMANCE
143
D.L
INPUT
VARIABLES
.
143
D.2
NETWORK
TRAINING
AND
OUTPUT
.
145
D.3
CORRELATION
MATRICES
.
152
GLOSSARY
155
LIST
OF
ACRONYMS
157
AUTHOR
INDEX
161
LIST
OF
FIGURES
165
LIST
OF
TABLES
169
BIBLIOGRAPHY
173
ACKNOWLEDGEMENTS
181
INDEX
183 |
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| building | Verbundindex |
| bvnumber | BV021549376 |
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| discipline | Physik |
| discipline_str_mv | Physik |
| format | Thesis Book |
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| genre | (DE-588)4113937-9 Hochschulschrift gnd-content |
| genre_facet | Hochschulschrift |
| id | DE-604.BV021549376 |
| illustrated | Illustrated |
| index_date | 2024-07-02T14:31:02Z |
| indexdate | 2024-08-23T00:12:49Z |
| institution | BVB |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-014765472 |
| oclc_num | 255189794 |
| open_access_boolean | |
| owner | DE-91 DE-BY-TUM DE-188 |
| owner_facet | DE-91 DE-BY-TUM DE-188 |
| physical | 186 S. Ill., graph. Darst. 30 cm |
| publishDate | 2005 |
| publishDateSearch | 2005 |
| publishDateSort | 2005 |
| record_format | marc |
| spelling | Hennecke, Martin Verfasser aut Search for the Higgs boson with the CDF experiment at the Tevatron von Martin Hennecke 2005 186 S. Ill., graph. Darst. 30 cm txt rdacontent n rdamedia nc rdacarrier Karlsruhe, Univ., Diss., 2005 Tevatron - Higgs-Teilchen Higgs-Teilchen (DE-588)4209328-4 gnd rswk-swf Tevatron (DE-588)4577796-2 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Tevatron (DE-588)4577796-2 s Higgs-Teilchen (DE-588)4209328-4 s DE-604 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=014765472&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Hennecke, Martin Search for the Higgs boson with the CDF experiment at the Tevatron Tevatron - Higgs-Teilchen Higgs-Teilchen (DE-588)4209328-4 gnd Tevatron (DE-588)4577796-2 gnd |
| subject_GND | (DE-588)4209328-4 (DE-588)4577796-2 (DE-588)4113937-9 |
| title | Search for the Higgs boson with the CDF experiment at the Tevatron |
| title_auth | Search for the Higgs boson with the CDF experiment at the Tevatron |
| title_exact_search | Search for the Higgs boson with the CDF experiment at the Tevatron |
| title_exact_search_txtP | Search for the Higgs boson with the CDF experiment at the Tevatron |
| title_full | Search for the Higgs boson with the CDF experiment at the Tevatron von Martin Hennecke |
| title_fullStr | Search for the Higgs boson with the CDF experiment at the Tevatron von Martin Hennecke |
| title_full_unstemmed | Search for the Higgs boson with the CDF experiment at the Tevatron von Martin Hennecke |
| title_short | Search for the Higgs boson with the CDF experiment at the Tevatron |
| title_sort | search for the higgs boson with the cdf experiment at the tevatron |
| topic | Tevatron - Higgs-Teilchen Higgs-Teilchen (DE-588)4209328-4 gnd Tevatron (DE-588)4577796-2 gnd |
| topic_facet | Tevatron - Higgs-Teilchen Higgs-Teilchen Tevatron Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=014765472&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT henneckemartin searchforthehiggsbosonwiththecdfexperimentatthetevatron |