2 non-linear-dynamics 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 1 month ago

prediction, signal tracking, fluid dynamics, and space exploration. Advancing Signal Modelling with Physics-Informed Neural Networks This project aims to develop Physics Informed Neural Networks (PINNs

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 | about 1 month ago

understanding of deep neural networks by exploring the human-understandable meanings of learnt features, the evolutionary dynamics of these features across network layers, and the architectural designs