Fully Funded EPSRC and Swansea PhD Scholarship: Physics Informed Machine Learning in High-speed Railway Infrastructure Safety Analysis
Found in: beBee jobs GB - 2 weeks ago
Funding providers: Engineering and Physical Sciences Research Council (EPSRC) DTP and Swansea University's Faculty of Science and Engineering
Subject areas: Civil Engineering
Project start date:
- 1 July 2024 (Enrolment open from mid-June)
Project description:
The comfortability of high-speed railway (HSR) is crucial as it directly affects passengers' willingness of selection. In current engineering practice, the normal way is to analyse it through Newmark integration method based on the monitored data of vibration, acceleration, substructure deformation, etc. Recently, with the development of machine learning, data-driven method has become a powerful tool for civil engineers. Especially, Physics Informed Machine Learning (PIMM) can be used as a comprehensive analysis considering both physics-based analysis, i.e. the HSR dynamics, and the data-based analysis, i.e. deep learning methods. This project aims to analyse the HSR comfortability using PIMM and will validate the applicability and test the accuracy on real HSR engineering projects.
Eligibility
Candidates must hold an Upper Second Class (2.1) honours degree in Engineering or similar relevant science discipline. If you are eligible to apply for the scholarship (i.e. a student who is eligible to pay the UK rate of tuition fees) but do not hold a UK degree, you can check our comparison entry requirements. Please note that you may need to provide evidence of your English Language proficiency.
Due to funding restrictions, this scholarship is open to applicants eligible to pay tuition fees at the UK rate only, as defined by UKCISA regulations.
Additional Funding Information
This scholarship covers the full cost of UK tuition fees and an annual stipend of £18,622 at UKRI rate.
Additional research expenses will also be available.
£18,622 p.a.
-
Fully Funded EPSRC PhD Scholarship: Advanced Semiconductors Photodetectors
Found in: beBee jobs GB - 2 weeks ago
Swansea, City and County of Swansea, United Kingdom Swansea University Full timeFunding providers: EPSRCSubject areas: Photodetectors, Semiconductors, Electronics, OptoelectronicsProject start date: 1 July 2024 (Enrolment open from mid-June) Aligned programme of study: PhD in Physics or Electronic and Electrical EngineeringProject description: Next generation semiconductors such as organics, perovskites and advanced compound are...
-
Fully Funded EPSRC DTP PhD Scholarship: Diamond NV Quantum Sensor
Found in: beBee jobs GB - 2 weeks ago
Swansea, City and County of Swansea, United Kingdom Swansea University Full timeFunding providers: EPSRC DTPSubject areas: Quantum technology, Applied physics, Electronic science and technologyProject start date: 1 October 2024 (Enrolment open from mid-September)Project description: Sensors play a critical role in many electronic systems, providing important data to power our decision-making. Apart from general physical and chemical...
-
Fully Funded EPSRC DTP PhD Scholarship: Robotic Third Arm for Harvesting Assistance
Found in: beBee jobs GB - 2 weeks ago
Swansea, City and County of Swansea, United Kingdom Swansea University Full timeFunding providers: Engineering and Physical Sciences Research Council (EPSRC) Doctoral Training Partnerships (DTP) and Swansea University's Faculty of Science and EngineeringSubject areas: Intelligent RoboticsProject description: Swansea University, an internationally recognised academic institution with strong commitments to research and technological...
-
Fully Funded EPSRC DTP PhD Scholarship: Vertical Multi-Purpose Farming Robotic System
Found in: beBee jobs GB - 2 weeks ago
Swansea, City and County of Swansea, United Kingdom Swansea University Full timeFunding providers: Engineering and Physical Sciences Research Council (EPSRC) Doctoral Training Partnerships (DTP) and Swansea University's Faculty of Science and EngineeringSubject areas: Intelligent RoboticsProject description: Swansea University, an internationally recognised academic institution with strong commitments to research and technological...
-
Fully Funded EPSRC and Swansea PhD Scholarship: Patchy Sweet Bullets Against Bacteria
Found in: beBee jobs GB - 2 weeks ago
Swansea, City and County of Swansea, United Kingdom Swansea University Full timeFunding providers: EPSRC and Swansea University's Faculty of Science and EngineeringSubject areas: Polymer and Glyco Chemistry, Biomaterials, AntimicrobialsProject description: A significant phenotypic heterogeneity exists within the clonal bacterial population for adhesion to different surfaces. Bacteria even lacking adhesive lectins can bind to cells and...
-
Fully Funded EPSRC and PhD Scholarship: Wireless Power Transfer System for Medical Implant Devices
Found in: beBee jobs GB - 2 weeks ago
Swansea, City and County of Swansea, United Kingdom Swansea University Full timeFunding providers: Engineering and Physical Sciences Research Council (EPSRC) and Swansea University's Faculty of Science and EngineeringSubject areas: Electronic and electrical engineering, physics and biomedical engineeringThe research is at the forefront of developing innovative solutions for wireless power transfer systems tailored for medical implant...
-
Fully Funded EPSRC and PhD Scholarship: Experimental and Numerical Analysis of Nonlinear Thermal Mechanical Joints
Found in: beBee jobs GB - 2 weeks ago
Swansea, City and County of Swansea, United Kingdom Swansea University Full timeFunding providers: EPSRC and Swansea University's Faculty of Science and EngineeringSubject areas: Structural dynamics, Nonlinear dynamics, Multi-physics, Experimental testing Project start date: 1 October 2024 (Enrolment open from mid-September)Project description: One of the major knowledge gaps in the study of complex aerospace systems is the frictional...
-
Fully Funded EPSRC
Found in: beBee jobs GB - 2 weeks ago
Swansea, City and County of Swansea, United Kingdom Swansea University Full timeFunding providers: EPSRC and Swansea University's Faculty of Science and Engineering Subject areas: Quantum-state resolved collisions, Molecular Beams, Surface Science Project start date: 1 October 2024 (Enrolment open from mid-September)1 January 2025 (Enrolment open from mid-December) Project description: The interaction between a molecule and a surface...
-
Fully Funded Swansea University PhD Scholarship: Enhancing Cardiomyocyte Dynamic Network Analysis with Machine Learning
Found in: beBee jobs GB - 2 weeks ago
Swansea, City and County of Swansea, United Kingdom Swansea University Full timeFunding providers: Swansea University's Faculty of Science and EngineeringSubject areas: Computer Science (Machine Learning/Pattern Recognition applied to molecular cardiology) Project start date: 1 July 2024 (Enrolment open from mid-June)1 October 2024 (Enrolment open from mid-September)Project description: This project represents a new approach to map...
-
Fully Funded EPSRC DTP PhD Scholarship: Real-time Spoken Language Understanding for Social Care Robots
Found in: beBee jobs GB - 1 week ago
Swansea, City and County of Swansea, United Kingdom Swansea University Full timeFunding providers: Engineering and Physical Sciences Research Council (EPSRC) and Swansea University's Faculty of Science and EngineeringSubject areas: Intelligent Robotics and Natural Language UnderstandingProject start date: 1 October 2024 (Enrolment open from mid-September)Project description: This PhD project will investigate and build spoken language...
-
Fully Funded EPSRC DTP PhD Scholarship: Nanoparticle Manipulation and Integration for Quantum Optomechanical Systems
Found in: beBee jobs GB - 7 days ago
Swansea, City and County of Swansea, United Kingdom Swansea University Full timeFunding providers: EPSRC Quantum Technologies DTPSubject areas: Experimental Physics, Lasers, Optics, SemiconductorsProject start date: 1 October 2024 (Enrolment open from mid-September)Project description: Optical forces arise when light, which has no mass yet carries momentum, is deflected through interaction with a material object. Lasers of power ~100mW...
-
Fully Funded EPSRC DTP PhD Scholarship: Towards Organic Quantum Memristors
Found in: beBee jobs GB - 7 days ago
Swansea, City and County of Swansea, United Kingdom Swansea University Full timeFunding providers: EPSRC Quantum Technologies DTPSubject areas: Chemistry and PhysicsProject description: This fully funded project will explore the application of organic semiconductors in quantum computing. Building on research into organic memristors for neuromorphic computing, we are looking to exploit quantum phenomena in these devices and to...
-
Fully Funded and the University of Edinburgh PhD Scholarship: Lattice Field Theory Going Beyond the Standard Model
Found in: beBee jobs GB - 7 days ago
Swansea, City and County of Swansea, United Kingdom Swansea University Full timeFunding providers: Swansea University's Faculty of Science and Engineering and the University of Edinburgh's School of Physics and AstronomySubject areas: Physics, Mathematics and Computer ScienceProject start date: 1 October 2024 (Enrolment open from mid-September)Project description: The STFC list of science challenges for the particle physics and...
-
Fully Funded EPSRC and TWI PhD Scholarship: AI-Driven Investigation into Predictive Non-destructive Evaluation
Found in: beBee jobs GB - 7 days ago
Swansea, City and County of Swansea, United Kingdom Swansea University Full timeFunding providers: EPSRC DTP and TWISubject areas: Modelling, Data Analytics and Artificial IntelligenceProject start date: 1 October 2024 (Enrolment open from mid-September)Project description: Non-destructive testing (NDT) is a testing and analysis technique used by industry to evaluate the properties of a material, component, structure or system for...
-
Fully Funded PhD Scholarship: Baboon Sociality
Found in: beBee jobs GB - 2 weeks ago
Swansea, City and County of Swansea, United Kingdom Swansea University Full timeFunding providers: Swansea UniversitySubject areas: Animal behaviour, Biologging, Physiology, Endocrinology, MetagenomicsProject start date: 1st July 2024 (Enrolment open from mid-June)1st October 2024 (Enrolment open from mid-September)Project description: Many animals form stable social relationships between specific individuals. These relationships are...
-
Fully Funded and Scarlets Rugby PhD Scholarship: In-game Statistics Associated with Match Outcome in Professional Rugby Union
Found in: beBee jobs GB - 2 weeks ago
Swansea, City and County of Swansea, United Kingdom Swansea University Full timeFunding providers: Swansea University and Scarlets RugbySubject areas: Engineering, sport science, data science, physics, mathematicsProject start date: 1 July 2024 (Enrolment open from mid-June)Project description: The aim of this PhD project is to investigate whether match key performance indicators (KPIs) are effective at predicting match outcome at the...
-
Swansea, City and County of Swansea, United Kingdom Swansea University Full timeFunding providers: ScootFit and Swansea University's Faculty of Science and EngineeringSubject areas: Sport and Exercise Sciences – motor control, physical activity, movement disorderProject start date: 1 October 2024 (Enrolment open from mid-September)Project description: Joint hypermobility effects 34% of youth and presents unique challenges to acquiring...
-
Fully Funded EPSRC and Schmidt-Clemens Spain PhD Scholarship: Modelling of Complex Load Cycles at Elevated Temperature
Found in: beBee jobs GB - 2 weeks ago
Swansea, City and County of Swansea, United Kingdom Swansea University Full timeFunding providers: EPSRC and Schmidt-Clemens Spain S.A.U.Subject areas: Mechanical/Materials EngineeringProject start date: 1 October 2024 (Enrolment open from mid-September)Project description: Engineering components such as those found in high temperature plant applications are often subjected to cycles during which both stress and temperature change....
-
Fully Funded EPSRC and RCNDE PhD Scholarship: Real Time Tracking of Cognitive Load to Assess Human Factors During Inspections
Found in: beBee jobs GB - 2 weeks ago
Swansea, City and County of Swansea, United Kingdom Swansea University Full timeFunding providers: Engineering and Physical Sciences Research Council (EPSRC) and RCNDESubject areas: Human-Computer Interaction, Machine LearningProject start date: 1 October 2024 (Enrolment open from mid-September)1 January 2025 (Enrolment open from mid-December)Project description: Many industries are relocating workers from hazardous environments to...
-
Fully Funded UKRI and Swansea PhD Scholarship: Optimal Problems Under Contagious Markets with Regime
Found in: beBee jobs GB - 2 weeks ago
Swansea, City and County of Swansea, United Kingdom Swansea University Full timeFunding providers: UKRI and Swansea University's Faculty of Science and Engineering Subject areas: Stochastic Optimal Controls, Point Processes, insurance strategies, regime switchings, and Risk Uncertainty Project description:In this project, different optimal control problems will be considered under a contagious financial and insurance market with regime...