AI-assisted Multiscale Simulation Framework for Intentional Design of Dental Restorative Materials (Multiple Application)
I’m thrilled to announce a groundbreaking partnership between SDI Limited , The University of Melbourne, and the Australian Government Department of Education’s National Industry PhD Program! This project combines materials science, machine learning, and oral health research to transform next-generation dental restorative materials. 🦷💡
The Project
We’re integrating molecular simulations with machine learning to accelerate the design and development of advanced dental materials, moving beyond trial-and-error methods to save time, resources, and costs.
The Team
Led by Dr Ellie Hajizadeh, Ph.D., Prof. Alastair Sloan, and Prof. David Ackland, the team will develop computational design tools to enhance biosafety and durability under real-world conditions. This research will give Australian manufacturers a competitive edge globally.
🏛 University of Melbourne’s Perspective
This collaboration bridges academia and industry, leveraging UoM’s expertise in computational materials science and oral health with SDI’s leadership in dental product innovation. Dr Ellie Hajizadeh, Head of the Soft Matter Informatics Research Group states:
“AI-driven materials design can revolutionize industries, replacing resource-intensive R&D with intelligent, data-driven solutions. This project enables real-world validation of such a framework in resin-based dental restorations.”
Prof. Alastair Sloan, Pro Vice-Chancellor – Research Collaboration:
“Partnerships like this are crucial for advancing research and driving economic growth, and we’re excited to see strong Australian Government support for these collaborations.”
🏭 SDI Limited’s Perspective
Leon Prentice, Chief R&D Officer at SDI:
“Innovation is at the heart of SDI. This project deepens scientific understanding and accelerates product development, fostering collaboration across faculties, expertise, and tools to address national research priorities.”
🎓 Student Perspectives
Yu-Ying (Judy) Chen: “I’m excited to apply my background in chemistry and materials science to AI-driven dental biomaterial design, enhancing performance, safety, and longevity.”
Jake Willett: “Coming from a theoretical physics background, this interdisciplinary project allows me to apply my skills to biological applications and deepen industry collaboration.”
Rob Graham: “AI-driven development is transforming industries, and I look forward to applying my software and mechanical engineering expertise in this collaboration.”
A big thank you to Mitch S. and Matt Atkins for facilitating this project.
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