Civil Engineering: Fully Funded EPSRC and Swansea PhD Scholarship: Physics Informed Machine Learning in High-speed Railway infrastructure safety analysis

Job title:

Civil Engineering: Totally Funded EPSRC and Swansea PhD Scholarship: Physics Knowledgeable Machine Studying in Excessive-speed Railway infrastructure security evaluation

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Job description

Supply DescriptionFunding suppliers: Engineering and Bodily Sciences Analysis Council (EPSRC) DTP and Swansea College’s College of Science and EngineeringTopic areas: Civil EngineeringMission begin date:

• 1 July 2024 (Enrolment open from mid-June)

Mission supervisors:

• Dr Yue Hou (

)Aligned programme of examine: PhD in Civil EngineeringMode of examine: Full-timeMission description:The comfortability of high-speed railway (HSR) is essential because it instantly impacts passengers’ willingness of choice. In present engineering follow, the conventional means is to analyse it by way of Newmark integration methodology primarily based on the monitored knowledge of vibration, acceleration, substructure deformation, and many others. Lately, with the event of machine studying, data-driven methodology has turn into a robust software for civil engineers. Particularly, Physics Knowledgeable Machine Studying (PIMM) can be utilized as a complete evaluation contemplating each physics-based evaluation, i.e. the HSR dynamics, and the data-based evaluation, i.e. deep studying strategies. This challenge goals to analyse the HSR comfortability utilizing PIMM and can validate the applicability and take a look at the accuracy on actual HSR engineering tasks.NecessitiesAnalysis Area Engineering Schooling Stage Bachelor Diploma or equalExpertise/{Qualifications}Candidates should maintain an Higher Second Class (2.1) honours diploma in Engineering or related related science self-discipline. If you’re eligible to use for the scholarship (i.e. a pupil who’s eligible to pay the UK charge of tuition charges) however don’t maintain a UK diploma, you possibly can test our comparability entry necessities. Please observe that you could be want to offer proof of your English Language proficiency.Particular NecessitiesResulting from funding restrictions, this scholarship is open to candidates eligible to pay tuition charges on the UK charge solely, as outlined by .Extra DataAdvantagesThis scholarship covers the complete price of UK tuition charges and an annual stipend of £18,622 at UKRI charge.Extra analysis bills may also be out there.Eligibility standardsCandidates should maintain an Higher Second Class (2.1) honours diploma in Engineering or related related science self-discipline. If you’re eligible to use for the scholarship (i.e. a pupil who’s eligible to pay the UK charge of tuition charges) however don’t maintain a UK diploma, you possibly can test our comparability entry necessities. Please observe that you could be want to offer proof of your English Language proficiency.Resulting from funding restrictions, this scholarship is open to candidates eligible to pay tuition charges on the UK charge solely, as outlined by .Choice course ofPlease go to our web site for extra info.Web site for extra job particularsWork Location(s)Variety of gives out there 1 Firm/Institute Swansea College Nation United Kingdom GeofieldThe place to use Web siteContact State/ProvinceSwansea MetropolisSwansea Web siteAvenueSingleton Park Postal CodeSA2 8PPSTATUS: EXPIRED

Anticipated wage

£18622 per 12 months

Location

Swansea

Job date

Fri, 01 Mar 2024 23:58:51 GMT

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