Moses - Scientific Computing (Fak. II)

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Module / Version:
#20085 / #3

Validity:
Seit WiSe 2022/23

Default display language:
English

Module title:
Scientific Computing (Fak. II) (Scientific Computing)

Credits:
10

Responsible person:
Koch, Thorsten

Grading:
benotet

Type of exam:
Portfolioprüfung

Zugehörigkeit

Faculty:
Fakultät II

Institute:
Institut für Mathematik

Area of expertise:
No information

Prüfungsausschuss:
Mathe

Kontakt

Office:
MA 6-2

Contact person:
Schulz, Antje

E-mail address:
thorsten.koch@tu-berlin.de

Website:

https://isis.tu-berlin.de/user/index.php/?id=29983

Learning Outcomes

Basic knowledge in scientific computing. Ability to design and implement computational/numerical experiments by implementing mathematical algorithms in C++, running them automatically and evaluating the results. Knowledge about basic data structures and algorithms, and the use of multi-core systems and GPUs. Overview of basic paradigms: direct programming (imperative), mathematical optimization (declarative), machine learning (inductive).

Content

Computational environment and automation; programming in C++; software development tools; floating point numbers; data formats; complexity theory; data structures; graphs and algorithms on graphs; numerical experiments; parallel computing; GPU programming; mathematical optimization; quantum computing; machine learning.

Module Components

Pflichtteil:

All Courses are mandatory.

Course Name	Type	Number	Cycle	Language	SWS	VZ
Scientific Computing	VL		WiSe	German/English	4

Workload and Credit Points

Scientific Computing (VL):

Workload description	Multiplier	Hours	Total
Attendance	15.0	4.0h	60.0h
Preparation and follow-up	15.0	12.0h	180.0h
			240.0h(~8 LP)

Course-independent workload:

Workload description	Multiplier	Hours	Total
Exam preparation	1.0	60.0h	60.0h
			60.0h(~2 LP)

The Workload of the module sums up to 300.0 Hours. Therefore the module contains 10 Credits.

Description of Teaching and Learning Methods

Lectures, exercises, programming exercises

Requirements for participation and examination

Desirable prerequisites for participation in the courses:

- Numerical Mathematics or Numerical Mathematics II for Engineers - Computer oriented Mathematics - Algorithmic Discrete Mathematics I - Programing language (e.g, C++, C, Java, Fortran, Python)

Mandatory requirements for the module test application:

This module has no requirements.

Module completion

Grading

graded

Type of exam

Portfolio examination

Type of portfolio examination

100 Punkte insgesamt

Language

English

Test elements

Name	Points	Categorie	Duration/Extent
Exercises	30	practical	approx. 4 h per week / mathematical or programing exercises
Presenting the topic of a lecture	15	oral	Once a 20 min presentation given to the other students of the contents of the preparation of the lecture
Project (term paper)	25	practical	Implementation of a programming project according to the techniques taught in the lecture
Presenting the project	30	oral	20 min presentation and short (approx. 6 pages) written elaboration

Grading scale

Notenschlüssel »Notenschlüssel 2: Fak IV (2)«

Gesamtpunktzahl	1.0	1.3	1.7	2.0	2.3	2.7	3.0	3.3	3.7	4.0
100.0pt	95.0pt	90.0pt	85.0pt	80.0pt	75.0pt	70.0pt	65.0pt	60.0pt	55.0pt	50.0pt

Test description (Module completion)

No information

Duration of the Module

The following number of semesters is estimated for taking and completing the module:
1 Semester.

This module may be commenced in the following semesters:
Winter- und Sommersemester.

Maximum Number of Participants

This module is not limited to a number of students.

Registration Procedures

Will be announced at the start of the module. Register yourself at the ISIS page.

Recommended literature
https://tuudk-berlin.alma.exlibrisgroup.com/leganto/public/49KOBV_TUBUDK/lists/17783448070002884?auth=SAML

Assigned Degree Programs

Semester:

Zeige auch ausgelaufene Studiengänge und StuPOs

This module is used in the following Degree Programs (new System):

Studiengang / StuPO	StuPOs	Verwendungen	Erste Verwendung	Letzte Verwendung
Mathematik (B. Sc.)	1	4	WiSe 2022/23	SoSe 2024
Mathematik (M. Sc.)	1	4	WiSe 2022/23	SoSe 2024
Scientific Computing (M. Sc.)	1	4	WiSe 2022/23	SoSe 2024
Technomathematik (B. Sc.)	1	4	WiSe 2022/23	SoSe 2024
Technomathematik (M. Sc.)	1	4	WiSe 2022/23	SoSe 2024
Wirtschaftsmathematik (B. Sc.)	1	4	WiSe 2022/23	SoSe 2024
Wirtschaftsmathematik (M. Sc.)	1	4	WiSe 2022/23	SoSe 2024

Students of other degrees can participate in this module without capacity testing.

Miscellaneous