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Postdoctoral Researcher

4 weeks ago

North Ryde, Australia Macquarie University Full time

PRIMARY DETAIL
- Salary Package: From $106,08 to $113,697 (Level A), plus 17% employer's superannuation and annual leave loading
- Appointment Type: Full-time, 12 month fixed-term role
- Location: Macquarie University (Wallumattagal Campus, North Ryde)

Macquarie University is seeking a highly motivated postdoctoral researcher with expertise in machine learning, particularly in learning for neural fields. This position offers an exciting opportunity to collaborate on cutting-edge research at the intersection of machine learning and partial differential equations (PDEs), with a specific focus on reaction-diffusion systems.

About the Role

Key Responsibilities:
- Conduct research on machine learning techniques applicable to neural fields.- Develop and implement novel algorithms for studying reaction-diffusion dynamics.- Collaborate with experts in PDEs and reaction-diffusion systems to integrate domain knowledge with machine learning approaches.- Publish findings in high-impact journals and present results at international conferences.

Qualifications:
- PhD in Machine Learning, Applied Mathematics, Computational Science, or a related field.- Strong background in deep learning, neural fields, or physics-informed machine learning.- Basic knowledge of PDEs.- Knowledge of differential geometry is desirable.- Experience with reaction-diffusion models or related dynamical systems.- Proficiency in programming languages such as Python, TensorFlow, or PyTorch.- Excellent communication and teamwork skills.

What We Offer:
- A stimulating research environment with opportunities for interdisciplinary collaboration.- Access to high-performance computing resources.- Competitive salary and benefits.- The possibility of extending the position based on performance and funding availability.

How to Apply:
- Resume- Cover Letter detailing your research experience and interests, along with information for at least two references

Appointment Type: Full-time, 12 month fixed-term role

Specific Role Enquiries: Dr. Justin Tzou at


Applications close: Thursday 27th of March at 11:59PM (AEDT)

Applications Close:
27/03/2025 11:59 PM

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