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MONASH UNIVERSITY

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Research Fellow in Dynamical Systems and Variational Quantum Circuits Monash University in Australia

Degree Level

Postdoc

Field of study

Computer Science

Funding

Full-time fixed-term research fellow position with remuneration of $86,195 - $116,981 per annum Level A plus 17% employer superannuation.

Deadline

Jan 10, 2027

Country flag

Country

Australia

University

MONASH UNIVERSITY

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Keywords

Computer Science
Mathematics
Nonlinear Dynamics
Quantum Computing
Computational Mathematics
Dynamical Systems
Differential Equation
Physics

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About this position

This Research Fellow position is based in the School of Mathematics in Monash University’s Faculty of Science and is part of the ARC Centre of Excellence in Mathematics for Quantum Era Security & Trust (MathQuEST). The project sits at the intersection of dynamical systems, computational mathematics, and quantum computing, with a focus on whether variational quantum circuits can act as useful surrogate models for nonlinear dynamical systems.

The successful researcher will investigate low-dimensional benchmark systems first, starting with systems of ordinary differential equations, and then extending the work to related nonlinear oscillators and chaotic attractors. A key part of the project is to compare two modelling strategies: directly learning the one-step evolution map, and learning the underlying vector field before numerical integration. The broader aim is to understand when hybrid quantum-classical models can provide useful representational or algorithmic advantages for scientific machine learning in nonlinear dynamics.

The role is embedded in MathQuEST, an Australian Research Council Centre of Excellence led by Professor Nalini Joshi, with guidance from Warwick Tucker and collaboration with Chief Investigators across the Centre. The position is based at Monash University’s Clayton campus and includes regular contact with MathQuEST researchers at other universities. The Centre is framed around collaborative, interdisciplinary mathematics for the quantum era, with a strong emphasis on inclusive research culture, outreach, mentoring, and training.

Funding details

Full-time fixed-term research fellow position with remuneration of $86,195 - $116,981 per annum Level A plus 17% employer superannuation.

What's required

A PhD in mathematics or a closely related field is required, along with a strong background in dynamical systems and computational mathematics. Experience with quantum computing is valued. Subject to visa restrictions, the role may be full-time or part-time.

How to apply

Apply through the Monash Jobs application process and use the provided job application link. Address the Key Selection Criteria in your application. Refer to Monash’s how-to-apply instructions for the job.

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Australia

Research Interests

Cybersecurity

Mathematics

Computer Science

Information Technology

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