Quantum Modeling Expert

6 days ago


Singapore NTU (Nanyang Technology University- Main Office-HR) Full time

The School of Physical and Mathematical Sciences at Nanyang Technological University (NTU) is a vibrant community of researchers and educators dedicated to advancing knowledge in physical and mathematical sciences. We are seeking a highly motivated Research Fellow to join our team and contribute to a project focused on modeling and quantifying uncertainty for foundation models.

About the Project

The project aims to develop theoretical foundations for deep foundation models, in collaboration with Professor Taiji Suzuki from the University of Tokyo and Associate Professor Atsushi Nitanda from A*STAR. The successful candidate will have the opportunity to work with leading researchers and contribute to the development of new theories and methods.

Key Responsibilities
  • Original Research
    • Conduct original research in deep learning, related to uncertainty quantification for large models.
    • Explore cutting-edge advancements in AI and relate it to the main research objective.
  • Algorithm Development
    • Develop and implement the related algorithms, models, and techniques.
    • Perform rigorous benchmarking and evaluation of the developed models.
    • Optimize algorithms for efficiency, scalability, and robustness.
  • Collaboration & Mentorship
    • Work closely with the PI and the project team.
    • Collaborate with PhD students, undergraduate researchers, and other postdocs.
    • Provide mentorship and guidance to junior researchers.
  • Communication
    • Prepare and submit research papers to peer-reviewed conferences and journals.
    • Write technical reports and research documentation.
    • Presentation of research findings at conferences.


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