Research output per year
Research output per year
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.
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):
Master in Science, Computational & Software Techiques in Engineering, Cranfield University
Sept 2021 → Sept 2022
Award Date: 9 Nov 2022
Bachelor of Engineering, Aerospace Engineering, The University of Manchester
Sept 2018 → Jun 2021
Award Date: 30 Jun 2021
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Research output: Contribution to journal › Article › peer-review
Research output: Thesis › Master's Thesis
Research output: Chapter in Book/Report/Conference proceeding › Chapter
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Soemantoro, Raska (Recipient), 29 Jun 2023
Prize: Prize (including medals and awards)