Postdoctoral researcher (f/m/d) in the field of Simulation Technology

23.10.2024, Wissenschaftliches Personal

We are looking for a postdoctoral researcher (f/m/d) with a PhD in Computer Science, Simulation Technology, Mechanical Engineering, or a related field.

About us
As a globally recognized leader in brewing, beverage, and grain technology, our institute is committed to advancing the frontiers of scientific research. Developing, implementing, and applying innovative, future-oriented technologies and concepts are central to our mission. We believe that rigorous research and interdisciplinary thinking will foster the innovative solutions necessary to shape the industries of tomorrow.
Within the Chair of Brewing and Beverage Technology, the BioPAT and Digitalization research group focuses on topics such as PAT technologies, bioprocess analysis, simulation, chemometrics, control engineering, artificial intelligence, soft sensors, and process sensors. We continuously seek to explore novel technologies and methodologies to improve the monitoring and optimization of products and processes.

Why join us
Creative freedom – opportunities for knowledge growth – industry connections – dynamic team

Your tasks
• Scientific research and project management
• Development of experimental setups and simulations
• Publication of results in journals and at conferences
• Collaboration in the teaching activities of the chair
• Collaboration in the acquisition of third-party funding

Research topic
In this research project, the optimization of feed spacer design aims to reduce biofouling in membrane modules, enhancing cleaning efficiency and overall process performance. The role involves setting up experimental models using Particle Image Velocimetry (PIV) and performing Computational Fluid Dynamics (CFD) simulations to analyze fluid flow and deposition patterns. The data will train a physics-informed neural network (PINN) for fast, precise pressure, density, and velocity field predictions. The project also includes producing feed spacer prototypes through 3D printing and conducting experimental evaluations of the optimized designs. The outcomes of this project will have direct applications in the food industry, making it an exciting opportunity for candidates interested in practical applications of their research.

Applicant’s profile
• You are enthusiastic about Computational Fluid Dynamics
• Ability and interest in analytical, creative, and interdisciplinary thinking
• High level of initiative and commitment
• Ability to work in a team and communication skills
• Good knowledge of Ansys Fluent
• Experience with deep learning methods and packages
• Completed PhD degree in Computer Science or a related field

Our offer
TUM offers a wide range of outstanding opportunities for career development, continued education, and life-long learning. We provide excellent working conditions in a young and interdisciplinary team. In an open environment, you can develop and realize your ideas. We offer a competitive salary and benefits depending on work experience and seniority in accordance with the public service wage agreement of the Free State of Bavaria - TV-L E13 (100%, full-time).
As an equal opportunity and affirmative action employer, TUM explicitly encourages applications from women and all others who would bring additional diversity dimensions to the university’s research and teaching strategies. The position is suitable for disabled persons. Disabled applicants will be given preference in case of generally equivalent suitability, aptitude, and professional performance.

Application
Please submit your electronic application as a single PDF file and include the reference “Simulation” in the subject line. For full consideration, apply no later than 16.12.2024 to verwaltung@bgt.wzw.tum.de

Contact
Lehrstuhl für Brau- und Getränketechnologie
Weihenstephaner Steig 20
85354 Freising
verwaltung@bgt.wzw.tum.de
https://www.lse.ls.tum.de/bgt/home/


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Kontakt: verwaltung@bgt.wzw.tum.de