Research Associate in Mathematics(UK visa sponsorship available)

Job Description

About the role

Aston University is seeking a Postdoctoral Research Associate (PDRA) with strong mathematical expertise to join an interdisciplinary project investigating how neurodegenerative diseases affect neuronal culture structure. The study focuses on understanding neuronal connectivity, composition, and effective synaptic weights in diseased cultures.

The project uses neuronal firing activity data, recorded via microchip arrays from cultures generated through human induced pluripotent stem cells. These recordings will support the inference of culture structure and reveal how neurodegenerative diseases alter neuronal behavior. The successful candidate will develop and apply analytical and modelling tools to better understand the microscopic processes underlying these conditions.

Role responsibilities:

Develop theoretical models and inference methods to analyze dynamics in diseased neuronal cultures.

Apply statistical physics, Bayesian inference, and complex systems approaches.

Conduct simulations and validate models against experimental neuronal device data.

Collaborate closely with experimental partners to refine methods and approaches.

Disseminate findings through journal publications, conferences, and workshops.

Candidate requirements:

Strong background in mathematics, statistical physics, Bayesian inference, or related areas.

Experience with modelling dynamic systems and data-driven inference.

Ability to work collaboratively within an interdisciplinary team.

Visa information:

This post may be eligible for Skilled Worker visa sponsorship. Eligibility will be assessed if you are shortlisted. For details, visit: gov.uk/skilled-worker-visa

Equality, Diversity & Inclusion:

Aston University is committed to equality, diversity, and inclusivity. We encourage applications from all backgrounds and are proud to be an equal opportunities employer. Flexible working options are available for this role.