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Research Fellow – Agent-Based Modeling & Simulation

NTU · Singapore

New
Senior 🇬🇧 English
Python Mesa NetLogo Sensitivity analysis

Job description

About the role

The School of Civil and Environmental Engineering at Nanyang Technological University is seeking a Research Fellow to lead the Agent-Based Modeling (ABM) component of a national project on community resilience to sea‑level rise. You will design, calibrate, and validate a simulation that supports Singapore’s coastal adaptation strategies.

Key responsibilities

  • Lead the design, calibration, and validation of Module D – the ABM for the project.
  • Integrate LCA‑based archetype outputs into ABM agent profiles.
  • Develop a handover‑ready simulation interface for government agencies.
  • Perform scenario planning, Monte Carlo simulations, and sensitivity analyses.
  • Create workshops and training materials for agency handover of the tool.
  • Contribute to project reports, conference presentations, and top‑tier journal publications.

Required profile

  • PhD in Computer Science, Computational Social Science, Complex Systems, Operations Research, or a related field.
  • Strong expertise in Python (Mesa) and/or NetLogo for ABM development.
  • Experience with empirical ABM calibration and Monte Carlo/sensitivity analysis.
  • Proven ability to develop user‑facing simulation interfaces.
  • Track record of publications related to agent‑based modeling.

Required skills

  • Python
  • Mesa (ABM framework)
  • NetLogo
  • Monte Carlo simulation
  • Sensitivity analysis
  • Simulation interface development

Questions fréquentes

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Source : ats:workday

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Published 6 days ago

Expires 1 month from now

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NTU

Singapore