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CFD Jobs Database - Job Record #17372

Job Record #17372
TitlePhD student - numerical simulation, cloud computing & ANN
CategoryPhD Studentship
EmployerZHAW
LocationSwitzerland, Zurich, Winterthur
InternationalYes, international applications are welcome
Closure Date* None *
Description:
This exciting PhD post, within a creative and productive team is about latest 
developments at the cross section be-tween numerical simulation, cloud computing 
and ANN technology. 

TASKS:

• Creative, independent an high-quality aR&D at the crooss section between 
numerical simulation, cloud computing and ANN technoloogy
• Development of ANNs to (partially) take oover the functionality of 
advanced numerical simulation software
• Develop and apply Invertible Neural Networks (INNs) to solve forward and 
inverse problems correlating numerically predicted physical properties of porous 
media to material parameters
• Establish cloud-computing-based workflow to allow users to train their 
own ANNs/INNs by creating simulation data online
• Develop solutions for software based integration of numerical simulation 
tools and ANN technoloogy into a high yield cloud platform
• Interpret experimental results and simulated results regarding physical 
properties of porous media


REQUIREMENTS:

• Master Degree in Engineering Sciences, Software Development, Mathematics 
or Physics
• Knowledge about and application experience concerning Artificial 
Intelligence Software is a must
• Knowledge about and application experience concerning Numerical 
Simulation Software is a bonus, where knowledge of OpenFOAM is counted as big 
bonus
• Knowledge about and application experience concerning Cloud Technology 
is a bonus
• Advanced skills in software development are a big bonus
• Drive to quickly move R&D results to application
• High committment towards excellency
• 100% fluency in written and oral English is a must, skills in German are 
a bonus
• Good in presenting
• Willingness to spend 12-14 weeks (= one lecture semester) at partner 
University (UiT Arctic University of Norway), if need be

DUTIES:

• Self-efficient, high-quality R&D in the cited fields
• Regular presentation of advances to development partners from industry 
and colleagues in academia, at scientific conferences and regular (online) 
meetings
• Finding creative, efficient and mainly: working solutions
• Always find ways to consider inputs from supervisor(s) and development 
partners
• Simultaneously focus on industrial as well as academics requirements
• Actively push work towards publishable results; Publishing results in 
high-quality journals is essential


Contact Information:
Please mention the CFD Jobs Database, record #17372 when responding to this ad.
NameProf. Dr. Gernot Boiger
Emailgernot.boiger@zhaw.ch
Email ApplicationNo
Phone+41 58 934 77 93
URLhttps://www.zhaw.ch/en/jobs/vacant-positions/job-details/job/detail/2540535/
AddressZHAW School of Engineering
Forschungsschwerpunkt Multiphysics Modeling and Imaging
Technikumstrasse 71
8400 Winterthur
Switzerland
Record Data:
Last Modified10:47:28, Friday, September 24, 2021

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