PhD position in Modeling and Control of Nonlinear Dynamical Systems from Data

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

Benefits dieser Stelle

Impactful work

Support for professional development

Zusammenfassung

ETH Zürich is offering a 100% PhD position in Modeling and Control of Nonlinear Dynamical Systems. The position aims at advancing methods for complex physical problems through efficient alternatives to black-box methods like neural networks.

Qualifications include a master’s degree in a relevant field and strong mathematical skills. Prior research experience in fluid mechanics or related areas is beneficial. The role supports professional development and contributes to societal progress.

Qualifikationen

• Holding a master's degree in relevant fields.
• Strong mathematical skills are required.
• Prior research experience in fluid mechanics or related areas is expected.

Aufgaben

• Develop and apply nonlinear dynamical systems methods.
• Advance nonlinear model reduction techniques.
• Research on fluid-structure interactions, soft robotics, and turbulent flows.

Kenntnisse

Strong mathematical skills

Research experience in fluid mechanics

Experience in structural vibrations

Knowledge of model reduction

Familiarity with data-driven analysis

Ausbildung

Master's degree in mechanical engineering, applied mathematics, physics, or related fields

Jobbeschreibung

PhD position in Modeling and Control of Nonlinear Dynamical Systems from Data

The Chair in Nonlinear Dynamics at ETH Zürich invites applications for a 100% PhD position in the development and application of nonlinear dynamical systems methods for complex physical problems known only from data. The goal is to provide efficient, theoretically sound, fast, and directly interpretable alternatives to black‑box approaches such as neural networks.

• The selected candidate will work on the further development of spectral submanifold (SSM) methods, aiming to advance nonlinear model reduction.
• Possible research directions include nonlinear modelling and control approaches for fluid–structure interactions, materials with memory, soft robotics, teleoperated systems, lightweight space structures, and turbulent flows.
• The position will be based at either the Department of Mechanical and Process Engineering or the Department of Mathematics, depending on the candidate’s background and preferences.
• The starting date is flexible but an early start is preferred.

Profile

• Holding a master's degree in mechanical engineering, applied mathematics, physics, or related fields.
• Strong mathematical skills (evidenced by high grades) are required.
• Prior research experience in fluid mechanics, structural vibrations, model reduction, or control is expected.
• Experience in nonlinear dynamical systems methods and data‑driven analysis is a plus.

We offer

• Your work will have impact within ETH Zurich, supporting professional development and contributing to societal progress.

In line with our values, ETH Zurich encourages an inclusive culture. We promote equality of opportunity, value diversity and nurture a working and learning environment in which the rights and dignity of all staff and students are respected.

Application

We look forward to receiving your online application with the following documents:

• A CV
• Bachelor and Master’s transcripts
• Contact information of at least two references

Further information about the group can be found on the Chair of Nonlinear Dynamics website. Questions regarding the position should be directed to Prof. George Haller, [e-mail] (no applications).

Applications will be accepted exclusively through our online application portal. Applications via email or postal services will not be considered.