PhD, mathematics of machine learningFull PhD

  • English

    Working Language

  • Garching

    Location

  • 10 Apr 2025

    Application Deadline

  • as soon as possible

    Starting Date

Overview

Open Positions

1

Time Span

as soon as possible for 4 years

Application Deadline

10 Apr 2025

Financing

yes

Type of Position

Full PhD

Working Language

English

Required Degree

Master

Areas of study

Applied Mathematics

Description

Description

Within the DFG Priority Program “Theoretical Foundations of Deep Learning” the research unit "Applied and Numerical Analysis " at the Technical University of Munich, Department of Mathematics, invites applications for 1 research position as 

  • Doctoral Researcher (pay scale 75% TVL E13, 3-4 years) 

starting January 15, 2025 or later.

Ideal candidates are interested in working on mathematical analysis and numerical analysis for models in machine learning and have

  • a master's degree / doctoral degree in mathematics: candidates with degree in other disciplines (computer science, engineering, statistics etc.) will not be considered,
  • a strong background in at least two of the following fields: machine learning, optimization, optimal control, nonlinear PDE, variational calculus, numerical analysis and algorithms,
  • some experience in numerical programming with Python, C/C++, Matlab or similar environments,
  • a good command of the English language (knowledge of German is not required)

For more information please contact Prof. Massimo Fornasier (massimo.fornasier@ma.tum.de).

Applications should be sent per email to Ms. Jennifer Alt jenni.alt@tum.de with title “Application for the Doc position mathematics of machine learning” and should include

  • a CV
  • copies of degrees / university transcripts, - a motivational statement (at most one page) explaining the applicant's interest in the position as well as their relevant skills and experience,
  • names and email addresses of at least one  professor that may provide letters of recommendation directly to the hiring committee.

Applications missing some of the requested documentation will not be considered. Review of applications will begin on November 20, 2024 and continue until this position is filled.

TUM is an equal opportunity employer. As such, we explicitly encourage applications from women. Applications from disabled persons with essentially the same qualifications will be given preference.

Data Protection: With your application for a position at the Technical University of Munich, (TUM) you naturally send us personal data. Please observe our data protection information in accordance with Article 13 of the German Data Protection Law (DSGVO) under http://go.tum.de/554159 regarding the storage and usage of your personal data as submitted in connection with your application. By sending your application, you confirm that you acknowledge the data protection information of the TUM.
 

Required Documents

Required Documents
  • Motivation letter
  • CV
  • Certificates
  • References
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