Raska Soemantoro

Raska Soemantoro

Mr

Personal profile

Biography

After I obtained my BEng in Aerospace Engineering from the University of Manchester in 2021, I completed an MSc in Computational & Software Techniques in Engineering at Cranfield University in 2022.

I re-joined Manchester in 2022 to carry out a PhD through the EPSRC Fusion Energy CDT entitled ‘Automated de-featuring of CAD geometries for simulation of complex systems’, under the supervision of Prof. Lee Margetts (Dept. of MACE), Prof. Andrew Davis (UK Atomic Energy Authority), and Prof. Hujun Yin (Dept. of EEE).

This project seeks to investigate whether de-featuring can be carried out automatically using machine learning techniques. The project will involve the use of NVIDIA’s Omniverse platform, which not only allows users to collaborate across platforms, but also integrate with the broad range of proprietary CAD formats currently in use by engineers. Furthermore, Omniverse offers connectors to most common CAD and machine learning packages. I will assess the feasibility of the proposed system by attempting to automatically de-feature the CAD geometry of the MAST-U Spherical Tokamak.

My research interests revolve around the application of machine learning methods for spatial and geometric analysis. Among my previous research projects include the use of such methods for seabed recognition of Italian coastal waters, a study on robotic navigation for automated echocardiography, and the development of a LiDAR-based point cloud simplification algorithm.

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  • SDG 3 - Good Health and Well-being
  • SDG 7 - Affordable and Clean Energy
  • SDG 14 - Life Below Water

Education/Academic qualification

Master in Science, Computational & Software Techiques in Engineering, Cranfield University

Sept 2021Sept 2022

Award Date: 9 Nov 2022

Bachelor of Engineering, Aerospace Engineering, The University of Manchester

Sept 2018Jun 2021

Award Date: 30 Jun 2021

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Collaborations and top research areas from the last five years

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  • Fusion Industry School 2023

    Soemantoro, R. (Poster presenter)

    25 Sept 2023

    Activity: Participating in or organising event(s)Participating in a conference, workshop, exhibition, performance, inquiry, course etcResearch

  • Nuclear Week in Parliament 2023

    Soemantoro, R. (Participant)

    11 Sept 202313 Sept 2023

    Activity: Participating in or organising event(s)Participating in a conference, workshop, exhibition, performance, inquiry, course etcResearch

  • Frontiers in Fusion Conference 2023

    Soemantoro, R. (Poster presenter)

    24 Apr 202328 Apr 2023

    Activity: Participating in or organising event(s)Participating in a conference, workshop, exhibition, performance, inquiry, course etcResearch