Dr. Florian Beier

Assistant Professor

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Biography

Florian Beier is a researcher in Applied Mathematics at the Technical University of Berlin, focusing on inverse imaging problems and generative models. He has been actively involved in organizing conferences and workshops, such as the German-speaking Inverse Problems Society annual meeting and various workshops on machine learning and image processing. He has several accepted papers in prestigious conferences including ICML and CVPR. Additionally, he has been awarded the DFG Walter Benjamin Fellowship starting in 2026, recognizing his contributions to the field. His research interests encompass a wide range of topics within Applied Mathematics, particularly in mathematical image analysis, machine learning applications, and optimal transport theory.

Research Interests

Applied Mathematics Inverse Imaging Problems Generative Models Machine Learning Image Processing Optimal Transport Theory Mathematics Image Analysis

Experience

Researcher

2021-01-01 — Present

Technical University of Berlin • Berlin, Germany

Conducting research in applied mathematics, focusing on inverse problems and generative models.

Awards

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DFG Walter Benjamin Fellowship

2026-01-01
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EAIP PhD Thesis Award

2023-01-01

Requirements for Technical University of Berlin

Master Program
Requirements
GPA Requirement
Required:3
IELTS
Overall
Required:6.5
TOEFL
Total
Required:87
PTE
Overall
Required:65
Duolingo
Overall Score
Required:120
Overall
Required:120
Prerequisites
Recognized first university degree (Bachelor or equivalent) Specific ECTS in related subjects (e.g., 36 ECTS in Fundamentals of Computer Science for CS programs) Evidence of previous Master's studies (if applicable) Module descriptions of previous study program
Application Checklist
  • Officially certified copy of University degree certificate
  • Transcript of Records
  • Tabular CV
  • Motivation letter (program specific)
  • APS Certificate (for applicants from China, India, and Vietnam)
  • Proof of English proficiency (B2/C1 depending on program)
  • Copy of Passport
  • Preliminary Review Documentation (VPD) from uni-assist
Specialization Notes

Requirements are consistent for general engineering and computer science programs. Specific advanced master's (MBA/Energy) may require 1 year of professional experience.