Studienhandbuch | Supplementary Subjects

Inhalt

Workload	Mode of examination	Education level	Study areas	Responsible person	Coordinating university
0-9 ECTS	Structure	M - Master's programme	Mathematics	Manuel Kauers	Johannes Kepler University Linz

Detailed information
Original study plan	Master's programme Computational Mathematics 2023W
Objectives	Computational mathematics is not only interesting in its own right but becomes particularly powerful when it gets applied to other areas of science. Often, such applications require some knowledge of the application area, and therefore, we encourage our students to supplement their technical knowledge about computational mathematics by suitable courses from physics, computer science, or engineering.
Subject	The content of this subject is determined by the contents of the courses this subject consists of.

Subordinated subjects, modules and lectures
UE Digital Signal Processing
VL Digital Signal Processing
UE Reinforcement Learning
VL Reinforcement Learning
UE Deep Learning and Neural Nets II
VL Deep Learning and Neural Nets II
UE Deep Learning and Neural Nets I
VL Deep Learning and Neural Nets I
UE LSTM and Recurrent Neural Nets
VL LSTM and Recurrent Neural Nets
UE Machine Learning: Advanced Techniques
VL Machine Learning: Advanced Techniques
UE Planning and Reasoning in Artificial Intelligence
VL Planning and Reasoning in Artificial Intelligence
UE Computer Graphics
VL Computer Graphics
UE Formal Models
VL Formal Models
KV Parallel Computing
UE Quantum Computing
VL Quantum Computing
IK Game Theory
KS Game Theory
PR Numerical Methods in Fluid Mechanics
VL Numerical Methods in Fluid Mechanics
UE Automatic Control
VL Automatic Control
UE Signals and Systems
VL Signals and Systems
KV Biology for Engineers
VL Physical Principles of Mechatronics
UE Medical Imaging
VL Medical Imaging
UE Theoretical Modelling of Biological Systems
VL Theoretical Modelling of Biological Systems
KV Statistical Principles of Data Science
UE Statistical Physics I
VL Statistical Physics I
UE Theoretical Quantum Mechanics II
VL Theoretical Quantum Mechanics II
KV Computational Statistics
VL Theoretical Quantum Mechanics I
UE Theoretical Quantum Mechanics I
VL Theoretical Thermodynamics
UE Theoretical Thermodynamics