Research Assistant (Computational Electromagnetics)
NATIONAL UNIVERSITY OF SINGAPORE
Singapore, Singapore
Not specified
Computational electromagnetics expertise
Method of moments (mom) experience
Finite element method (fem) knowledge
The National University of Singapore is seeking a Research Assistant specializing in computational electromagnetics. The role involves developing algorithms for electromagnetic scattering, solving inverse problems, and integrating machine learning with wave physics insights
Job Summary
The role involves developing computational electromagnetic algorithms to calculate full-wave solutions for electromagnetic scattering.
Candidates are expected to solve inverse problems by reconstructing permittivity of scatterers using both non-learning and learning approaches.
The position requires integrating insights from wave physics with deep machine learning algorithms within a multidisciplinary research team.
Matching Summary
Match Score: 85
The National University of Singapore is seeking a Research Assistant specializing in computational electromagnetics. The role involves developing algorithms for electromagnetic scattering, solving inverse problems, and integrating machine learning with wave physics insights.
Skills & Requirements
Must-have
Computational Electromagnetics expertise
Method of Moments (MoM) experience
Finite Element Method (FEM) knowledge
Inverse problem solving skills
Electromagnetic theory fundamentals
Nice-to-have
Deep machine learning integration
Technical proposal writing skills
Multidisciplinary team collaboration
Wave physics interpretation abilities
Key Requirements
Bachelor's Degree in Electrical Engineering or related field
Specialization in electromagnetics required
Experience with numerical methods for scattering theory
Knowledge of Dyadic Green's function and angular spectrum representation