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Information
| Code | FK510 |
| Name | Data Analysis Methods in High Energy Physics II |
| Term | 2024-2025 Academic Year |
| Term | Spring |
| Duration (T+A) | 3-0 (T-A) (17 Week) |
| ECTS | 6 ECTS |
| National Credit | 3 National Credit |
| Teaching Language | Türkçe |
| Level | Yüksek Lisans Dersi |
| Type | Normal |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Prof. Dr. AYŞE POLATÖZ |
| Course Instructor |
1 |
Course Goal / Objective
To provide background fo data analysis in experimental High Energy Physics.
Course Content
Particle Accelerators and Detectors, data monitoring, storage and processing, Trace Determination of Particles and Momentum Measurement, calculation of cross section, Physics and Detector Simulation, Data analysis-application
Course Precondition
none
Resources
Experimental Measurements: Precision, Error and Truth, N.C Barford, İmperial College, London., ISBN 0 471 90702 2, John Wiley and Sons
Notes
Techniques for Nuclear and particle Physics Experiments. William R. Leo, ISBN 3-57280-5
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | knows detector systems used in experimental High enery physics |
| LO02 | knows analysis techniques in data analysis |
| LO03 | use package programs used in Experimental High Energy Physics |
| LO04 | explains the concepts of error, precision and stability |
| LO05 | Processes the experimental data and calculates related statistics |
| LO06 | Uses Event Selection and reconstruction methods in data analysis |
| LO07 | calculates the cross section |
| LO08 | Uses physics and detector simulation techniques |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | Has sufficient infrastructure in various subjects of Physics. | 3 |
| PLO02 | Bilgi - Kuramsal, Olgusal | Demonstrate the knowledge of appropriate mathematical techniques used in physics. | 3 |
| PLO03 | Bilgi - Kuramsal, Olgusal | Interpret observational and experimental results. | 3 |
| PLO04 | Bilgi - Kuramsal, Olgusal | Makes use of the conceptual and practical knowledge acquired in the physics field at mastery level. | 2 |
| PLO05 | Bilgi - Kuramsal, Olgusal | Has a knowledge about the logic of scientific research. | 4 |
| PLO06 | Bilgi - Kuramsal, Olgusal | Report the solution of a physics problem, experimental results or projects in a written format or orally. | 3 |
| PLO07 | Bilgi - Kuramsal, Olgusal | Chooses and uses the necessary publications, books and methods for a scientific research. | 2 |
| PLO08 | Bilgi - Kuramsal, Olgusal | Accesses a knowledge about a subject in physics, does literature search and uses other sources for this purpose. | 3 |
| PLO09 | Bilgi - Kuramsal, Olgusal | Provides solutions to the problems encountered in the physics field applying research methods. | 3 |
| PLO10 | Bilgi - Kuramsal, Olgusal | Can perform an independent research. | |
| PLO11 | Bilgi - Kuramsal, Olgusal | Can perform group work effectively in a research or industrial projects. | 2 |
| PLO12 | Bilgi - Kuramsal, Olgusal | Becomes conscious of the necessity of lifelong learning. | |
| PLO13 | Bilgi - Kuramsal, Olgusal | To keep track of the developments in physics and updates himself/herself invariably. | 1 |
| PLO14 | Bilgi - Kuramsal, Olgusal | Shares his/her ideas and suggestions for solutions to the physical problems with experts and non-experts by supporting them with quantitative and qualitative data. | |
| PLO15 | Bilgi - Kuramsal, Olgusal | Can make an effective written or oral presentation of the results obtained in a study. | |
| PLO16 | Bilgi - Kuramsal, Olgusal | Makes use of the knowledge, problem solving and / or application skills acquired in the physics field in interdisciplinary studies. | 2 |
| PLO17 | Bilgi - Kuramsal, Olgusal | Has a foundation necessary to work in a research and development organizations. |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Introduction:Particle Accelerators and Detectors | study the relevant chapter in the book | Öğretim Yöntemleri: Anlatım |
| 2 | Data monitoring, data storage, data processing | study the relevant chapter in the book | Öğretim Yöntemleri: Anlatım |
| 3 | Calorimeter energy resolution and calibration | study the relevant chapter in the book | Öğretim Yöntemleri: Anlatım |
| 4 | Trace Determination of Particles and Momentum Measurement, determination the identity of the particle, Energy Measurements | study the relevant chapter in the book | Öğretim Yöntemleri: Anlatım |
| 5 | Event selection and reconstruction | study the relevant chapter in the book | Öğretim Yöntemleri: Anlatım |
| 6 | Jet Algorithm | study the relevant chapter in the book | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 7 | Calculation of cross section | study the relevant chapter in the book | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 8 | Mid-Term Exam | study for the exam | Öğretim Yöntemleri: Alıştırma ve Uygulama, Bireysel Çalışma, Problem Çözme |
| 9 | Physics Simulation and Detector Simulation-1 | study the relevant chapter in the book | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 10 | Physics Simulation and Detector Simulation-2 | study the relevant chapter in the book | Öğretim Yöntemleri: Anlatım, Tartışma |
| 11 | Physics Simulation and Detector Simulation-3 | study the relevant chapter in the book | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 12 | Data analysis-application-I | Homework | Öğretim Yöntemleri: Alıştırma ve Uygulama, Bireysel Çalışma, Problem Çözme |
| 13 | Data analysis-application-II | Homework | Öğretim Yöntemleri: Alıştırma ve Uygulama, Bireysel Çalışma, Problem Çözme |
| 14 | Data analysis-application-III | Homework | Öğretim Yöntemleri: Alıştırma ve Uygulama, Problem Çözme |
| 15 | Data analysis-application-IV | Homework | Öğretim Yöntemleri: Alıştırma ve Uygulama, Bireysel Çalışma, Problem Çözme |
| 16 | Term Exams | Prepare for the exam | Öğretim Yöntemleri: Bireysel Çalışma |
| 17 | Term Exams | Prepare for the exam | Öğretim Yöntemleri: Bireysel Çalışma |
Student Workload - ECTS
| Works | Number | Time (Hour) | Workload (Hour) |
|---|---|---|---|
| Course Related Works | |||
| Class Time (Exam weeks are excluded) | 14 | 3 | 42 |
| Out of Class Study (Preliminary Work, Practice) | 14 | 4 | 56 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 0 | 0 | 0 |
| Mid-term Exams (Written, Oral, etc.) | 1 | 20 | 20 |
| Final Exam | 1 | 35 | 35 |
| Total Workload (Hour) | 153 | ||
| Total Workload / 25 (h) | 6,12 | ||
| ECTS | 6 ECTS | ||