3 numerical-optimization PhD positions in Australia

National Industry PhD Program Scholarship: Advancing Signal Modelling with Physics-Informed Neural Networks

University of Adelaide | Adelaide, South Australia | Australia | about 5 hours ago

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

PhD Scholarship in Simulation of low-grade copper ore heap leaching performance to enable accurate copper recovery forecasting

RMIT University | Melbourne, Victoria | Australia | about 1 month ago

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

2025 RTP round - Decoding the Learning Dynamics and Learnt Features of Deep Neural Networks: Towards Interpretable and Robust AI Systems.

Curtin University | Perth, Western Australia | Australia | 2 days ago

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