Dr. Michael Herbst

Professor

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Biography

Michael Herbst is a researcher and academic at the École Polytechnique Fédérale de Lausanne (EPFL) affiliated with the Department of Mathematics. He specializes in computational materials science and quantum chemistry, focusing on algorithmic differentiation and its application in materials design. His work aims to enhance error control in learning model parameters using advanced numerical techniques. He has published extensively in prestigious journals, covering topics such as mathematical guarantees in quantum methods and the prediction of molecular properties from heterogeneous data. Herbst is also involved in teaching courses on numerical analysis and error control in scientific modeling, where he educates students on key numerical techniques essential for solving complex mathematical problems relevant to science and engineering. His dedication to advancing research in computational methods and fostering academic growth among students is a testament to his commitment to the field.

Research Interests

Courses

Error Control in Scientific Modelling Numerical Analysis

Requirements for École Polytechnique Fédérale de Lausanne

Master Program
Requirements
GPA Requirement
Required:3.2
IELTS
Listening
Required:6.5
Reading
Required:6.5
Writing
Required:6.5
Speaking
Required:6.5
Overall
Required:7
TOEFL
Listening
Required:20
Reading
Required:20
Writing
Required:20
Speaking
Required:20
Total
Required:100
Prerequisites
Bachelor's degree in a related field Strong foundation in Calculus, Linear Algebra, and Probability Proficiency in programming (Python, Java, or C++)
Application Checklist
  • Curriculum Vitae
  • Copy of University Degree(s)
  • Official Transcripts
  • Statement of Purpose
  • Copy of Passport or Identity Card
  • Three Letters of Recommendation
  • Proof of English Proficiency
Specialization Notes

Standard requirements for Engineering and Basic Science Master's programs. Architecture requires an additional portfolio.