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  PhD in Machine learning: Neural Networks to build a superior biofluids solver

   Mechanical and Manufacturing Engineering

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  Assoc Prof Susann Beier  Applications accepted all year round  Funded PhD Project (Students Worldwide)

About the Project

PhD in Machine Learning: Unlocking the Future of Medical Diagnostics

Join our Dynamic Team in Sydney, Australia


Are you a highly motivated individual with a passion for machine learning? We have an exciting PhD opportunity that combines your academic ambitions with the advancement of medical diagnostics and device development. By joining our esteemed research team, you will contribute to developing a groundbreaking biofluids solver, revolutionizing the field and significantly impacting healthcare.

Cutting-Edge Research: Enhancing Medical Diagnostics

During this PhD journey, you will harness the power of physics-informed neural networks to accurately predict fluid dynamics in large generalised vascular networks, including the coronary artery tree and the Circle of Willis. Your expertise in machine learning and Python programming will be tested as you work towards developing innovative solutions that drive medical advancements.

Collaboration Across Disciplines: Unlocking New Possibilities

At UNSW, we believe in the power of collaboration. As the successful candidate, you can work closely with a multi-disciplinary team comprising experts in medicine, computer sciences, and mechanical engineering. This diverse collaboration will broaden your knowledge and foster a unique environment where innovative ideas thrive.

Thriving in Sydney: Livability and Lifestyle

Sydney, Australia offers an exceptional quality of life that complements your academic journey. Ranked as one of the world's most livable cities, Sydney provides a vibrant and culturally diverse environment. Sydney has something for everyone from its iconic landmarks, beautiful beaches, thriving arts and entertainment scene to its renowned culinary experiences. Immerse yourself in the city's rich cultural fabric and enjoy a balanced lifestyle that nurtures both your personal and professional growth.

UNSW: A Leading Global University

The University of New South Wales (UNSW) is consistently ranked among the top universities worldwide. Renowned for its excellence in research and teaching, UNSW is committed to providing a transformative educational experience for its students. By joining our internationally recognized institution, you become part of a prestigious academic community that values innovation, collaboration, and inclusivity.

Unparalleled Support and Mentorship

At SVMG, we prioritize your success. As a PhD candidate, you will benefit from weekly group and individual meetings that provide guidance, mentorship, and support. Our dedicated team of experts will ensure you have the resources and opportunities necessary to excel in your research and personal development.

Join Our International Community

By accepting this PhD opportunity, you become part of an international community of scholars and researchers. Our dynamic and thriving team, based in Sydney, Australia, values collaboration and excellence. This vibrant community creates an enriching environment where diverse perspectives converge to drive meaningful advancements.


We seek candidates who meet specific criteria to be eligible for this extraordinary opportunity. A GPA higher than 3.6/4.0 or 90 (for international students) or WAM >75 for Australian residents is desired. Graduation from a top 300 global university (QS, Times, or Shanghai ranking) for your previous studies demonstrates your academic prowess. Previous research experience showcases your commitment and expertise in the field, preferably with journal publications or international conference outputs. You must also meet UNSW admission requirements, including English language proficiency tests.

Application Details

To apply, please submit your CV, including your final GPA or WAM for all degrees, references, and a cover letter addressing the selection criteria to [Email Address Removed]. We strongly encourage female applicants, and a competitive merit-based additional top-up may be available for eligible candidates. For more information, visit

Seize the Future: Join Us in Sydney

Embark on a transformative PhD journey and contribute to the future of machine learning and medical diagnostics. Sydney's livability, combined with UNSW's global ranking and research excellence, offers an unparalleled opportunity to personally and professionally thrive. Take the leap and become part of our passionate team, making a lasting impact on healthcare and shaping the future of technology.

Computer Science (8) Engineering (12) Mathematics (25)

Funding Notes

Fully funded opportunity - $35,000 AUD tax-free p.a. for 3.5 years with a possibility for an annual $10,000 tax-free top-up.
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