Reasoning on Graph Representations in Engineering Design - Internship

Siemens Corporation-posted about 1 month ago
$32 - $45/Yr
Full-time • Intern
Onsite • Princeton, NJ
5,001-10,000 employees
Computer and Electronic Product Manufacturing
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We are looking for a talented intern who would like to join our Design and Representation Systems Research Group of the "Simulation and Digital Twin" Technology field for a fixed-term internship. We need your help to conduct fundamental and applied research in the field of understanding engineering decisions for complex systems. You will be collaborating with leading academic institutions and government agencies as part of this role. Our goal is to model how engineers understand and solve the most complex design challenges by leveraging AI techniques and mimic human reasoning capabilities! Transform the Everyday with us! In this role you will work on-site in Princeton, NJ.

  • Contribute to the task of exploring reasoning over graph representations using graph neural networks.
  • Work on the task of exploring application of graph neural networks to engineering design.
  • Work on fast-paced co-creation projects with quickly changing requirements in the field at the intersection of machine learning and engineering design.
  • Work on low-TRL research projects.
  • Work with Siemens software products (e.g., Capital) to develop demonstrators and participate in technology transition to Siemens' businesses.
  • Develop demonstrators and participate in technology transition to business.
  • Create technical reports.
  • Create academic publications.
  • PhD students in Mechanical Engineering, Aerospace Engineering, Electrical Engineering, Computer Science, or related discipline.
  • Research specialization in the application of AI/ML for engineering design.
  • Research specialization in graph neural networks and generative models.
  • Familiarity with techniques involving handling large scale graphs.
  • Familiar with integration of graph neural networks with knowledge graphs.
  • Proficiency in python, PyTorch and PyG.
  • English language skill both written and verbal
  • Legal authorization to work in the United States without company sponsorship now or in the future.
  • Siemens offers a variety of health and wellness benefits to our employees. Details regarding our benefits can be found here: https://www.benefitsquickstart.com/siemens/index.html
  • The pay range for this position is $32-$45 per hour. The actual wage offered may be lower or higher depending on budget and candidate experience, knowledge, skills, qualifications and premium geographic location.
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