WASP-WISE Postdoc in Machine Learning: Linköping University is seeking a talented individual for a postdoctoral position focused on integrating machine learning and computational chemistry. This role is part of the prestigious Wallenberg AI, Autonomous Systems and Software Program (WASP) and the Wallenberg Initiative Materials Science for Sustainability (WISE).
WASP-WISE Postdoc in Machine Learning for Chemical Process Discoveries
Designation:
Postdoc Researcher in Machine Learning and Computational Chemistry
Job Details:
| Field | Details |
|---|---|
| Research Area | Machine Learning, Computational Chemistry |
| Location | Linköping University, Sweden |
| Employment Type | Temporary, Full-time (2 years, possible extension) |
| Salary | Individual salaries based on qualifications |
| Starting Date | As soon as possible; by agreement |
Eligibility/Qualification:
- Doctoral Degree: PhD in Machine Learning, Statistics, Scientific Computing, Computational Chemistry, Applied Mathematics, or related fields.
- Research Experience: Experience in computational simulations of chemical processes, computational fluid dynamics, or other related areas is advantageous.
- Publication Record: Proven scholarly proficiency demonstrated through original research resulting in publications in recognized journals/conferences.
- Language Proficiency: Very good knowledge of both spoken and written English.
Job Description:
The successful candidate will carry out research focused on:
- Accelerating CFD computations and improving predictive modelling for Chemical Vapor Deposition (CVD).
- Integrating probabilistic machine learning methods, generative diffusion models, and physics-informed neural networks.
- Engaging in teaching activities (up to 20% of working hours), contributing to scientific discussions, organizing seminars, and supervising PhD students.
You will collaborate closely with different project partners and departments, leveraging state-of-the-art computing infrastructure provided by the university.
How to Apply:
Interested candidates should apply by clicking the “Apply” button on the university’s job portal. Ensure to attach selected research publications in PDF or Word format. For printed publications, send three sets by mail to the University Registrar at Linköping University.
Last Date to Apply:
April 20, 2025
For more information about the application or role, please contact:
- Zheng Zhao, Assistant Professor (STIMA) – zheng.zhao@liu.se
- Henrik Pedersen, Professor (IFM) – henrik.pedersen@liu.se
- Oscar Wernborg, HR Administrator – oscar.wernborg@liu.se
Linköping University is committed to diversity and welcomes applicants from different backgrounds, experiences, and perspectives.
