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, oxy-combustion and quenching of radicals on solid surfaces. Many of the burners developed by the group are now established as international benchmarks for the development and validation of numerical
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environment. The project will provide numerous research and development opportunities including: Development and optimization of solid CO2 adsorbents to capture the CO2 from the flue gas streams Development
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candidate will have a unique opportunity to work closely with researchers and technical experts from CSIRO in a multi-disciplinary team environment. The project will provide numerous research and development
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into neural networks. PINNs can model real-world signals with sparse, non-uniform, and noisy data. A key question is determining the optimal method for integrating physical priors into neural networks
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contributing to final layer predictions. • Objective 3: Non-convex Optimization and Local Minima -- Study the theoretical foundations and empirical behaviors of deep neural networks in the context of non-convex
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guidelines for vitamin K intake may be too low for optimal muscle and bone health. This project will examine the relationship between vitamin K and a range of musculoskeletal outcomes including sarcopenia (low