Job ID: 234075

Research Assistant (Statistical Physics)

Nanyang Technological University

  • Apr. 3, 2024
 
  • Research Assistant (Statistical Physics)
  • School of Physical and Mathematical Sciences
  • Nanyang Technological University
    Singapore
    Singapore
 
  • Open until filled
  • Available Immediately
  •  
 
  • Professional Staff
  • Engineering - Other
    Engineering Physics
 
 

Division of Physics and Applied Physics (PAP) in School of Physical and Mathematical Sciences (SPMS) is looking for a candidate to join them as a Research Assistant.

 

The College of Science seeks a diverse and inclusive workforce and is committed to equality of opportunity. We welcome applications from all and recruit on the basis of merit, regardless of age, race, gender, religion, marital status and family responsibilities, or disability.


Key Responsibilities:

  • Develop machine learning approaches to predict intercalation and fracture in epithelial cell tissue

  • Generation of synthetic data via an in-house code

  • Analysis of synthetic and experimental data

  • Investigation of the convergence dynamics of machine learning algorithm

  • Investigation of the influence of noise in the input data

  • Collaborate with computational and experimental colleagues to interpret the results

 

Job Requirements:

  • Bachelor Degree in Physics or Engineering

  • Experience with numerical packages, C++ and Python

  • Basic knowledge of deep neural network

  • Able to work in interdisciplinary research environment

  • Able to conduct research autonomously

 

We regret to inform that only shortlisted candidates will be notified.


 
Please reference AcademicKeys.com in your cover letter when
applying for or inquiring about this job announcement.
 

Contact Information

 
  • School of Physical and Mathematical Sciences
    Nanyang Technological University

    Singapore
  •  


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