Dr. Jan Gerken

Assistant Professor

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Biography

Jan Gerken is an Assistant Professor in the area of Algebra Geometry at the Mathematical Sciences faculty of Chalmers University. He leads a WASP-funded group dedicated to exploring the mathematical foundations of deep learning, with a primary focus on equivariant wide neural networks. His research is deeply influenced by physics, drawing on concepts such as gauge theory, general relativity, and quantum field theory. On the practical side, Gerken investigates applications in condensed matter physics, quantum chemistry, and computer vision, contributing to the cross-disciplinary integration of mathematics and real-world applications. More details about his research and group can be found on the group homepage linked in his profile.

Research Interests

Algebra Geometry Deep Learning Equivariant Neural Networks Condensed Matter Physics Quantum Chemistry Computer Vision

Requirements for Chalmers University of Technology

Master Program
Requirements
GPA Requirement
Required:3
IELTS
Listening
Required:5.5
Reading
Required:5.5
Writing
Required:5.5
Speaking
Required:5.5
Overall
Required:6.5
TOEFL
Writing
Required:20
Total
Required:90
PTE
Listening
Required:62
Reading
Required:62
Writing
Required:62
Speaking
Required:62
Overall
Required:62
Prerequisites
Bachelor's degree in a relevant field of Engineering, Science, or Architecture Minimum 180 ECTS credits Specific course prerequisites in Mathematics (Linear Algebra, Multivariable Analysis, Statistics) Specific course prerequisites in Physics or Chemistry depending on program
Application Checklist
  • Certificates and diplomas from previous university studies
  • Transcripts of completed courses and grades
  • Proof of English proficiency
  • Proof that you meet the specific entry requirements
  • Copy of passport or ID
  • Curriculum Vitae (CV)
  • Letter of Motivation (1 page)
  • Project portfolio (required for Architecture and Design programs)
Specialization Notes

General requirements apply to all departments listed at Chalmers. Specific departments like Architecture require a portfolio. Programs in Management/Economics do not strictly require GMAT/GRE but high academic standing is prioritized.