Allgemeine Informationen

Veranstaltungsname	Vorlesung: 03-M-SP-47 Machine Learning for Solving PDEs
Untertitel
Veranstaltungsnummer	03-M-SP-47
Semester	SoSe 2026
Aktuelle Anzahl der Teilnehmenden	30
Heimat-Einrichtung	Mathematik
Veranstaltungstyp	Vorlesung in der Kategorie Lehre
Nächster Termin	Donnerstag, 28.05.2026 10:00 - 12:00, Ort: MZH 2340
Art/Form
Englischsprachige Veranstaltung	Nein
ECTS-Punkte	9

Lehrende

Prof. Dr. Andreas Rademacher

Tutor/-innen

Räume und Zeiten

MZH 2340: Dienstag: 10:00 - 12:00, wöchentlich (14x); Dienstag: 12:00 - 14:00, wöchentlich (14x); Donnerstag: 10:00 - 12:00, wöchentlich (13x)

Modulzuordnungen

Universität Bremen
- Mathematics - Mathematics without Application Subject (MPO 2022), 2. Version gültig ab WiSe 2023/2024
  - Free Choice
    - 03-MAT-GS-FW - General Studies - Freie Wahl (gültig ab WiSe 2022/2023)
      - Veranstaltung(en) aus dem Fachbereich 3 bzw. den fachergänzenden Studien
  - Mathematics - Area of Specialization - Algebra - Compulsory Modules
    - 03-MAT-MA-D-A-ALG - Diversification A (Algebra) (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Analysis, Numerical Analysis or Statistics/Stochastics
    - 03-MAT-MA-D-B-ALG - Diversification B (Algebra) (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Analysis, Numerical Analysis or Statistics/Stochastics
  - Mathematics - Area of Specialization - Analysis - Compulsory Modules
    - 03-MAT-MA-D-A-ANA - Diversification A (Analysis) (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Algebra, Numerical Analysis or Statistics/Stochastics
    - 03-MAT-MA-D-B-ANA - Diversification B (Analysis) (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Algebra, Numerical Analysis or Statistics/Stochastics
  - Mathematics - Area of Specialization - Statistics/Stochastics - Compulsory Modules
    - 03-MAT-MA-D-A-STS - Diversification A (Statistics/Stochastics) (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Algebra, Analysis or Numerical Analysis
    - 03-MAT-MA-D-B-STS - Diversification B (Statistics/Stochastics) (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Algebra, Analysis or Numerical Analysis
  - Mathematics - Area of Specialization - Algebra - Compulsory Elective Modules
    - 03-MAT-MA-D-C-ALG - Diversification C (Algebra) (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Analysis, Numerical Analysis or Statistics/Stochastics
  - Mathematics - Area of Specialization - Analysis - Compulsory Elective Modules
    - 03-MAT-MA-D-C-ANA - Diversification C (Analysis) (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Algebra, Numerical Analysis or Statistics/Stochastics
  - Mathematics - Area of Specialization - Statistics/Stochastics - Compulsory Elective Modules
    - 03-MAT-MA-D-C-STS - Diversification C (Statistics/Stochastics) (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Algebra, Analysis or Numerical Analysis
  - Mathematics - Area of Specialization - Numerical Analysis - Compulsory Modules
    - 03-MAT-MA-SP-A-NUM - Specialization A (Numerical Analysis) (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Numerical Analysis
    - 03-MAT-MA-SP-B-NUM - Specialization B (Numerical Analysis) (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Numerical Analysis
  - Mathematics - Area of Specialization - Numerical Analysis - Compulsory Elective Modules
    - 03-MAT-MA-SP-C-NUM - Specialization C (Numerical Analysis) (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Numerical Analysis
- Mathematik - Mathematik (BPO 2022), 4. Version WiSe 2024/2025 - SoSe 2027
  - General Studies - Freie Wahl
    - 03-MAT-GS-FW - General Studies - Freie Wahl (gültig ab WiSe 2022/2023)
      - Veranstaltung(en) aus dem Fachbereich 3 bzw. den fachergänzenden Studien
- Mathematik - Mathematik (BPO 2022), 5. Version gültig ab WiSe 2025/2026
  - General Studies - Freie Wahl
    - 03-MAT-GS-FW - General Studies - Freie Wahl (gültig ab WiSe 2022/2023)
      - Veranstaltung(en) aus dem Fachbereich 3 bzw. den fachergänzenden Studien
- Industriemathematik - Industriemathematik (BPO 2022), 5. Version gültig ab SoSe 2026
  - General Studies - Freie Wahl
    - 03-MAT-GS-FW - General Studies - Freie Wahl (gültig ab WiSe 2022/2023)
      - Veranstaltung(en) aus dem Fachbereich 3 bzw. den fachergänzenden Studien
- Mathematics - Mathematics with Application Subject (MPO 2022), 5. Version WiSe 2025/2026 - SoSe 2027
  - Mathematics - Area of Specialization - Algebra - Compulsory Modules
    - 03-MAT-MA-D-A-ALG - Diversification A (Algebra) (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Analysis, Numerical Analysis or Statistics/Stochastics
    - 03-MAT-MA-D-B-ALG - Diversification B (Algebra) (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Analysis, Numerical Analysis or Statistics/Stochastics
  - Mathematics - Area of Specialization - Analysis - Compulsory Modules
    - 03-MAT-MA-D-A-ANA - Diversification A (Analysis) (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Algebra, Numerical Analysis or Statistics/Stochastics
    - 03-MAT-MA-D-B-ANA - Diversification B (Analysis) (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Algebra, Numerical Analysis or Statistics/Stochastics
  - Mathematics - Area of Specialization - Statistics/Stochastics - Compulsory Modules
    - 03-MAT-MA-D-A-STS - Diversification A (Statistics/Stochastics) (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Algebra, Analysis or Numerical Analysis
    - 03-MAT-MA-D-B-STS - Diversification B (Statistics/Stochastics) (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Algebra, Analysis or Numerical Analysis
  - Mathematics - Area of Specialization - Algebra - Compulsory Elective Modules
    - 03-MAT-MA-D-C-ALG - Diversification C (Algebra) (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Analysis, Numerical Analysis or Statistics/Stochastics
  - Mathematics - Area of Specialization - Analysis - Compulsory Elective Modules
    - 03-MAT-MA-D-C-ANA - Diversification C (Analysis) (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Algebra, Numerical Analysis or Statistics/Stochastics
  - Mathematics - Area of Specialization - Statistics/Stochastics - Compulsory Elective Modules
    - 03-MAT-MA-D-C-STS - Diversification C (Statistics/Stochastics) (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Algebra, Analysis or Numerical Analysis
  - Mathematics - Area of Specialization - Numerical Analysis - Compulsory Modules
    - 03-MAT-MA-SP-A-NUM - Specialization A (Numerical Analysis) (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Numerical Analysis
    - 03-MAT-MA-SP-B-NUM - Specialization B (Numerical Analysis) (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Numerical Analysis
  - Mathematics - Area of Specialization - Numerical Analysis - Compulsory Elective Modules
    - 03-MAT-MA-SP-C-NUM - Specialization C (Numerical Analysis) (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Numerical Analysis
- Industrial Mathematics and Data Analysis - Master Industrial Mathematics and Data Analysis (Single Major Subject) with Focus on Data Analysis, 5. Version gültig ab SoSe 2026
  - Area of Focus - Data Analysis - Compulsory Modules
    - 03-MAT-MA-STDA-A - Special Topics Data Analysis A (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Data Analysis
    - 03-MAT-MA-STDA-B - Special Topics Data Analysis B (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Data Analysis
  - Area of Focus - Data Analysis - Compulsory Elective Modules
    - 03-MAT-MA-STDA-C - Special Topics Data Analysis C (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Data Analysis
  - Extension - Industrial Mathematics
    - 03-MAT-MA-STIM-A - Special Topics Industrial Mathematics A (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Industrial Mathematics
- Industrial Mathematics and Data Analysis - Master Industrial Mathematics and Data Analysis (Single Major Subject) with Focus on Industrial Mathematics, 5. Version gültig ab SoSe 2026
  - Extension - Data Analysis
    - 03-MAT-MA-STDA-A - Special Topics Data Analysis A (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Data Analysis
  - Area of Focus - Industrial Mathematics - Compulsory Modules
    - 03-MAT-MA-STIM-A - Special Topics Industrial Mathematics A (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Industrial Mathematics
    - 03-MAT-MA-STIM-B - Special Topics Industrial Mathematics B (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Industrial Mathematics
  - Area of Focus - Industrial Mathematics - Compulsory Elective Modules
    - 03-MAT-MA-STIM-C - Special Topics Industrial Mathematics C (gültig ab WiSe 2023/2024)
      - Lecture and Exercise from the Area of Industrial Mathematics
- Prozessorientierte Materialforschung (ProMat) - Prozessorientierte Materialforschung (MPO 2018), 4. Version gültig ab WiSe 2025/2026
  - Basismodule
    - 04-PT-MA-PM-B1 - Mathematik (gültig ab WiSe 2025/2026)
      - Mathematik

Kommentar/Beschreibung

This lecture covers solution methods for PDEs based on techniques from the field of machine learning as well as techniques that combine classical and data-driven approaches. In addition to the more theoretically oriented lectures, various approaches are tried out in practice in the exercises.

Anmeldemodus

Die Auswahl der Teilnehmenden wird nach der Eintragung manuell vorgenommen.

Nutzer/-innen, die sich für diese Veranstaltung eintragen möchten, erhalten nähere Hinweise und können sich dann noch gegen eine Teilnahme entscheiden.

Vorlesung: 03-M-SP-47 Machine Learning for Solving PDEs - Details