PhD Position on Semiconductor Manufacturing: Join the PhD position at Eindhoven University of Technology in collaboration with ASML Research, focusing on extracting partial differential equations (PDEs) for semiconductor manufacturing processes using machine learning.
PhD Position on PDE-Extraction for Semiconductor Manufacturing Processes
Summary Table:
| Position Title | PhD-student Irène Curie Fellowship |
|---|---|
| Department(s) | Mathematics and Computer Science |
| FTE | 1.0 |
| Date off | 04/08/2024 |
| Reference number | V32.7574 |
Study Area:
The PhD position is situated within the Center for Analysis, Scientific Computing, and Applications (CASA) at the Department of Mathematics and Computer Science (M&CS), focusing on mathematical methods for engineering applications, particularly semiconductor manufacturing.
Scholarship Description:
The position is part of the Knowledge and Physics Informed Artificial Intelligence (KPAI) program, funded by TKI and ASML Research. The research aims to extract and represent physical laws governing semiconductor manufacturing as PDEs, enhancing ASML’s nanolithography technology through innovative computational techniques.
Eligibility:
We seek a motivated PhD candidate with:
- A Master’s degree in (applied) mathematics or a related discipline.
- Proficiency in numerically solving ordinary and partial differential equations.
- Interest in optimization methods and machine learning.
- Programming skills in Python, Matlab, C, C++, or similar languages.
- Strong analytical skills, creativity, and a research-oriented mindset.
- Ability to work collaboratively in interdisciplinary teams and with industrial partners.
- Proficiency in spoken and written English.
Required Documents:
Interested candidates should submit:
- A cover letter describing motivation and qualifications.
- Curriculum vitae including contact details of two references.
How to Apply:
Apply online by clicking the APPLY NOW button. For further inquiries, contact Prof. Dr. Ir. Barry Koren at b.koren@tue.nl. Visit our career page for more information.
Last Date:
The vacancy will remain open until the position is filled. Apply soon to be considered for this exciting opportunity!
