Course catalog

19336717

WiSe 24/25: Graph-neural networks in the life sciences and beyond

Katharina Baum, Pauline Hiort, Pascal Iversen

Comments

Complex data can often be naturally modeled as a graph. Graphs or networks describe the interaction between objects and are an effective tool to represent systems in many applications. Graph neural networks are neural networks that directly input graphs and have recently emerged as a powerful tool to analyze networks and to predict properties of nodes and connections.

This seminar offers an in-depth exploration of Graph Neural Networks (GNNs) and their applications across various domains, with a particular emphasis on the life sciences and biomedicine. We will begin by discussing the fundamental concepts and architectures of GNNs, including graph convolutional networks (GCNs) and graph attention networks (GATs). Applications that are discussed include protein-protein interaction networks, drug discovery and personalized medicine. Students will read and present research papers and participate in critical discussions.

The language of this seminar is planned to be English. The students are encouraged to present and discuss in English, but contributions in German are also possible.

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16 Class schedule

Regular appointments

Tue, 12:00 - 14:00 Graph-neural networks in the life sciences and beyond 16 Class schedule

Tue, 2024-10-15 12:00 - 14:00

Graph-neural networks in the life sciences and beyond

Lecturers:
Pauline Hiort
Pascal Iversen
Prof. Dr. Katharina Baum

Location:
A6/SR 009 Seminarraum (Arnimallee 6)

Tue, 2024-10-22 12:00 - 14:00

Graph-neural networks in the life sciences and beyond

Lecturers:
Pauline Hiort
Pascal Iversen
Prof. Dr. Katharina Baum

Location:
A6/SR 009 Seminarraum (Arnimallee 6)

Tue, 2024-10-29 12:00 - 14:00

Graph-neural networks in the life sciences and beyond

Lecturers:
Pauline Hiort
Pascal Iversen
Prof. Dr. Katharina Baum

Location:
A6/SR 009 Seminarraum (Arnimallee 6)

Tue, 2024-11-05 12:00 - 14:00

Graph-neural networks in the life sciences and beyond

Lecturers:
Pauline Hiort
Pascal Iversen
Prof. Dr. Katharina Baum

Location:
A6/SR 009 Seminarraum (Arnimallee 6)

Tue, 2024-11-12 12:00 - 14:00

Graph-neural networks in the life sciences and beyond

Lecturers:
Pauline Hiort
Pascal Iversen
Prof. Dr. Katharina Baum

Location:
A6/SR 009 Seminarraum (Arnimallee 6)

Tue, 2024-11-19 12:00 - 14:00

Graph-neural networks in the life sciences and beyond

Lecturers:
Pauline Hiort
Pascal Iversen
Prof. Dr. Katharina Baum

Location:
A6/SR 009 Seminarraum (Arnimallee 6)

Tue, 2024-11-26 12:00 - 14:00

Graph-neural networks in the life sciences and beyond

Lecturers:
Pauline Hiort
Pascal Iversen
Prof. Dr. Katharina Baum

Location:
A6/SR 009 Seminarraum (Arnimallee 6)

Tue, 2024-12-03 12:00 - 14:00

Graph-neural networks in the life sciences and beyond

Lecturers:
Pauline Hiort
Pascal Iversen
Prof. Dr. Katharina Baum

Location:
A6/SR 009 Seminarraum (Arnimallee 6)

Tue, 2024-12-10 12:00 - 14:00

Graph-neural networks in the life sciences and beyond

Lecturers:
Pauline Hiort
Pascal Iversen
Prof. Dr. Katharina Baum

Location:
A6/SR 009 Seminarraum (Arnimallee 6)

Tue, 2024-12-17 12:00 - 14:00

Graph-neural networks in the life sciences and beyond

Lecturers:
Pauline Hiort
Pascal Iversen
Prof. Dr. Katharina Baum

Location:
A6/SR 009 Seminarraum (Arnimallee 6)

Tue, 2025-01-07 12:00 - 14:00

Graph-neural networks in the life sciences and beyond

Lecturers:
Pauline Hiort
Pascal Iversen
Prof. Dr. Katharina Baum

Location:
A6/SR 009 Seminarraum (Arnimallee 6)

Tue, 2025-01-14 12:00 - 14:00

Graph-neural networks in the life sciences and beyond

Lecturers:
Pauline Hiort
Pascal Iversen
Prof. Dr. Katharina Baum

Location:
A6/SR 009 Seminarraum (Arnimallee 6)

Tue, 2025-01-21 12:00 - 14:00

Graph-neural networks in the life sciences and beyond

Lecturers:
Pauline Hiort
Pascal Iversen
Prof. Dr. Katharina Baum

Location:
A6/SR 009 Seminarraum (Arnimallee 6)

Tue, 2025-01-28 12:00 - 14:00

Graph-neural networks in the life sciences and beyond

Lecturers:
Pauline Hiort
Pascal Iversen
Prof. Dr. Katharina Baum

Location:
A6/SR 009 Seminarraum (Arnimallee 6)

Tue, 2025-02-04 12:00 - 14:00

Graph-neural networks in the life sciences and beyond

Lecturers:
Pauline Hiort
Pascal Iversen
Prof. Dr. Katharina Baum

Location:
A6/SR 009 Seminarraum (Arnimallee 6)

Tue, 2025-02-11 12:00 - 14:00

Graph-neural networks in the life sciences and beyond

Lecturers:
Pauline Hiort
Pascal Iversen
Prof. Dr. Katharina Baum

Location:
A6/SR 009 Seminarraum (Arnimallee 6)

Back to list of modules

Location: A6/SR 009 Seminarraum (Arnimallee 6)

Schedule: Di 12:00-14:00

Class starts on: 2024-10-15

Course language: German

Contact hours: 2

Limited attendance: No

Attendance required: No

Modules where this course belongs

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