Assistant Professor / Associate Professor in Dynamical Systems and Mathematics of Machine Learning

NANYANG TECHNOLOGICAL UNIVERSITY

Singapore
Phd in mathematics or related subject
Expertise in dynamical systems
Experience with recurrent neural networks
The successful candidate will establish a world-class research programme focusing on dynamical systems and their applications to machine learning theory

Job Summary

  • The successful candidate will establish a world-class research programme focusing on dynamical systems and their applications to machine learning theory.
  • Candidates are expected to deliver engaging teaching to both undergraduate and postgraduate students while mentoring graduate students and postdoctoral researchers.
  • The role requires securing competitive research funding from grants and industry partnerships to promote interdisciplinary collaboration across mathematics, physics, computer science, and engineering.

Matching Summary

Match Score: 85

The successful candidate will establish a world-class research programme focusing on dynamical systems and their applications to machine learning theory.

Skills & Requirements

Must-have

  • PhD in mathematics or related subject
  • Expertise in dynamical systems
  • Experience with recurrent neural networks
  • Strong publication record in peer-reviewed journals
  • Ability to secure research funding

Nice-to-have

  • Interdisciplinary collaboration experience
  • Recognition via invited talks or awards
  • Experience supervising postdoctoral researchers
  • Background in stochastic analysis
  • Knowledge of reservoir computing

Key Requirements

  • PhD in mathematics or related field
  • Proven track record of supervising research staff
  • Demonstrated excellence in research publications
  • Ability to secure external research funding

Work Rights

Not specified

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