AI4X Postdoctoral Fellowship
Share
Job Location:
Monthly Salary:
Posted on:
6 days ago
Vacancies:
1 Vacancy
Job Summary
The AI4X Postdoctoral Fellowship supports outstanding early-career researchers who leverage Artificial Intelligence (AI) to accelerate breakthroughs across science technology engineering and mathematics including medicine (STEM). Through the AI4X-PDF we seek to nurture the next generation of research leaders working at the intersection of AI and STEM driving innovation and strengthening Singapores AI-for-Science ecosystem.
Key Responsibilities:
The candidate is expected to conduct the following research works
Develop and implement the AIPhysics discrepancy modeling framework to predict spatiotemporal systems by combining physics-driven baselines with data-driven correctors.
Formulate and solve inverse problems using Physics-Informed Neural Networks and relevant methodologies.
Conduct rigorous theoretical analysis including stability estimates and convergence proofs to guarantee the reliability of the developed algorithms.
Design and execute high-fidelity numerical simulations for PDE-based models and validate results against observational data.
Draft and submit high-impact research papers to top-tier journals and present research findings at international conferences.
Mentor junior researchers and PhD students on computational mathematics and AI methodologies.
Job Requirements:
A PhD degree in Applied Mathematics Computer Science Engineering or a related quantitative field.
Deep expertise in numerical analysis partial differential equations (PDEs) and scientific computing.
Solid background in machine learning theories with specific experience in Physics-Informed Machine Learning.
Strong programming skills in Python with proficiency in deep learning frameworks such as PyTorch TensorFlow or JAX..
We regret that only shortlisted candidates will be notified.
Hiring Institution: NTU
Key Skills
- Virology
- Bioinformatics
- Genetics
- R
- Biochemistry
- Cell Biology
- Research Experience
- Spectroscopy
- Cell Culture
- Molecular Biology
- Microscopy
- Research Laboratory Experience
About Company
Nanyang Technological University is one of the top universities in Singapore offering undergraduate and postgraduate education in engineering, business, science, humanities, arts, social sciences, education and medicine.
