Research Engineer - Scientific Machine Learning / Physics Simulation (AMS)
A*STAR • Singapore, Singapore
About the Role
We are looking for motivated candidates to join the Advanced Manufacturing & Semiconductor Division (AMS) at the Institute of High Performance Computing (IHPC), A*STAR as a Research Engineer. The candidate will support research and development in AI for Science and scientific machine learning, with a focus on implementing and scaling Physics Foundation Models (PFM) for modelling complex physical systems in advanced manufacturing and semiconductor applications.
This work involves integrating neural operators, graph-based numerical solvers, and deep learning architectures to develop next-generation computational modelling tools. You will work closely with researchers and engineers to build robust computational frameworks and accelerate physics-based simulations using machine learning.
The key scope of work includes:
Implementing and optimizing neural operator architectures for modelling PDE-governed physical systems.
Developing g...
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