Thesis Work, 30 Credits - Ai Surrogates From 3d Cfd For Fast Prediction And Accelerated Process Development

AstraZeneca

Gothenburg, , Sweden
Ai model development
3d cfd simulation knowledge
Data generation and modeling
This thesis offers the opportunity to build AI models that predict key hydrodynamic and mixing metrics at a fraction of the runtime compared to traditional 3D mechanistic simulations

Job Summary

  • This thesis offers the opportunity to build AI models that predict key hydrodynamic and mixing metrics at a fraction of the runtime compared to traditional 3D mechanistic simulations.
  • You’ll be working on meaningful projects to make an impact and deliver real value for our patients and our business.
  • AstraZeneca is dedicated to being a Great Place to Work and empowering employees to push the boundaries of science and fuel their entrepreneurial spirit.

Matching Summary

This thesis offers the opportunity to build AI models that predict key hydrodynamic and mixing metrics at a fraction of the runtime compared to traditional 3D mechanistic simulations.

Skills & Requirements

Must-have

  • AI model development
  • 3D CFD simulation knowledge
  • Data generation and modeling
  • Surrogate model benchmarking
  • Uncertainty quantification
  • Cross-validation techniques

Nice-to-have

  • Transport phenomena understanding
  • Machine learning skills
  • Process design optimization
  • Entrepreneurial spirit
  • Collaborative work environment

Key Requirements

  • Enrolled in a Swedish university
  • Master's program enrollment
  • Prior knowledge of transport phenomena preferred
  • Prior knowledge of AI/ML preferred
  • Prior knowledge of CFD preferred

Work Rights

Enrolled in a Swedish university

Tailored Resume

Cover Letter