Automatically (or interactively with a user) building digital twins from data

  • Programme:

    A*STAR Graduate Scholarship
  • Research Area:

    NA
  • Research Institute:

    Singapore Institute of Manufacturing Technology (SIMTech), Advanced Remanufacturing and Technology Centre (ARTC)

Project Description

This project will consider ways to build digital twins from data automatically or with user interaction. One possible research topic here could be scaling from parameter tuning, where a user defines the general structure of the model and an algorithm fits the parameters to data, then the algorithm is given increasing power to decide on the general system dynamics. Another potential research topic could be to build a simulation model, use it to generate data, then automatically create digital twins with the data.

Learning Outcomes

NA

Roles & Responsibilities

NA

Pre-requisites

NA
Application for the NSS (BS) commences on 1 July every year and closes on 1 March of the following year.

Shortlisted applicants will be interviewed between March and May.
No, you may apply for the scholarship even if you have not secured admission to any university yet.

Please note that you should only accept a university offer after obtaining A*STAR’s approval for your choice of university and course of study.