Advance understanding of earthquake dynamics by integrating artificial intelligence with large-scale physics-based simulations to analyze complex seismic cycles and real fault systems at Nanyang Technological University (NTU) Singapore and University of Cambridge
Requirements
- Academic background in Geophysics, Physics, Mathematics, Engineering, or Computer Science
- Strong foundation in physics, mathematics, and scientific programming (Python or Julia)
- Experience or interest in artificial intelligence and machine learning
Responsibilities
- Integrate artificial intelligence (machine learning, neural operators) with large-scale physics-based simulations
- Analyze complex seismic cycles and real fault systems
- Engage in interdisciplinary research
- Utilize physics, mathematics, and scientific programming (Python or Julia) for simulations
- Apply machine learning and neural operators to earthquake modelling
- Develop and implement AI-Enhanced Physics-Based Simulations
- Conduct research in geophysics, physics, computer science, mathematics, and engineering
Other
- Motivation and curiosity to engage in interdisciplinary research
- Full funding and competitive salary for four years
- Joint supervision from NTU Singapore and the University of Cambridge
- Access to advanced high-performance computing resources and global academic networks
- Participation in international workshops and cross-institutional mentorship
