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CSIRO PhD Top-Up Scholarship - Machine Learning Guided Autonomous Material Discovery Platform
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CSIRO PhD Top-Up Scholarships provide enhanced opportunities in science and engineering for outstanding graduates enrolling in a PhD at Australian tertiary institutions. Collaborating with us to complete your PhD degree will give your research the edge. We offer you access to our leading scientists, engineers and mentors, the opportunity to take your research to the next level in our first-class facilities and first-hand experience in an environment where our innovative research really is changing the world for the better.
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Project Title: Autonomous material discovery platform using machine learning-guided synthesis and characterisation.
Project Details:
Our team is developing a scalable and commercially viable photocatalyst for a standalone photoelectrochemical cell that can generate hydrogen directly from the sun. A major challenge is the time-consuming and labour-intensive process of manually analysing experimental data. We can overcome this challenge by automating our experiments. Machine learning (ML) can provide a robust framework for correlating the known properties of materials with the properties of interest. This can be done quickly and accurately using large datasets. However, it is critical to obtain consistent data from samples produced under controlled and reproducible conditions. This can be achieved using our automated deposition and characterization setups. Our goal is to augment ML with automation to develop a self-driving laboratory for material discovery. This will allow us to rapidly and efficiently identify new and improved photocatalysts.
Contact: For more information on the research project please contact Rowena Yew on 03 9545 2708 or email to Rowena.Yew@csiro.au.
Location: Clayton, VIC (Preferred) but other locations considered for suitable candidates
Scholarship: Top-Up Scholarship of $10,000 per annum, plus a learning and development budget of $5,000 over the term of the studentship
Tenure: 3 years
Reference: 94292
Eligibility:
To be eligible to apply you must have (or expect to gain):
* International applicants must be residing in Australia and have the appropriate immigration approvals to allow them to take up the scholarship.
The successful applicant will be required to obtain and provide a National Police Check or equivalent.
Applications will be assessed on:
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How to apply:
You will be required to:
If you experience difficulties applying online call 1300 984 220 and someone will be able to assist you. Outside business hours please email: careers.online@csiro.au.
Applications Close
1 November 2023, 11:00pm AEDT