PhD: AI-Driven Coupled Problems for Decarbonization

Karlstad University; Zürich; Vor Ort; CHF 60.000 - 80.000; Vollzeit

Benefits dieser Stelle

Excellent research environment

Supervision by internationally recognized experts

International secondments across Europe

Zusammenfassung

ETH Zürich offers a Marie Skłodowska-Curie Doctoral Training Network position focused on Coupled Problems for Decarbonization in Industry and Power Generation. The role entails developing advanced tomographic techniques for evaluating vibrations in rod bundles, requiring a Master's degree in a related field and skills in mathematics, machine learning, and programming.

Candidates are expected to work in an international research environment with opportunities for secondments across Europe. Excellent research facilities and supervision by top experts are provided.

Qualifikationen

• Strong background in mathematics and machine learning.
• Programming proficiency in Python, C++ or similar.
• Experience with data processing and model interpretation.
• Good written and spoken English.

Aufgaben

• Develop advanced tomographic techniques to evaluate vibrations in rod bundles.
• Construct a setup with a single rod and a rod bundle.
• Perform measurements using a gamma-tomography system.
• Conduct AI-assisted reconstruction and imaging.

Kenntnisse

Mathematics

Machine Learning

Python programming

C++ programming

Ausbildung

Master's degree in engineering, physics, applied mathematics, computer science, or closely related field

Jobbeschreibung

ETH Zürich offers a Marie Skłodowska-Curie Doctoral Training Network position focused on Coupled Problems for Decarbonization in Industry and Power Generation. The role entails developing advanced tomographic techniques for evaluating vibrations in rod bundles, requiring a Master's degree in a related field and skills in mathematics, machine learning, and programming.

Candidates are expected to work in an international research environment with opportunities for secondments across Europe. Excellent research facilities and supervision by top experts are provided.