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

Job title:

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

Firm

Swansea College

Job description

Job Data Organisation/FirmSwansea College DivisionCentral Analysis SubjectEngineering » Civil engineeringEngineering Researcher ProfileFirst Stage Researcher (R1) NationUnited Kingdom Software Deadline1 Apr 2024 – 23:59 (Europe/London) Sort of ContractDifferent Job StandingFull-time Is the job funded by way of the EU Analysis Framework Programme?Not funded by an EU programme Is the Job associated to workers place inside a Analysis Infrastructure?NoSupply DescriptionFunding suppliers: Engineering and Bodily Sciences Analysis Council (EPSRC) DTP and Swansea College’s School of Science and EngineeringTopic areas: Civil EngineeringVenture begin date:

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

Venture supervisors:

• Dr Yue Hou (

)Aligned programme of research: PhD in Civil EngineeringMode of research: Full-timeVenture description:The comfortability of high-speed railway (HSR) is essential because it instantly impacts passengers’ willingness of choice. In present engineering follow, the traditional means is to analyse it by way of Newmark integration methodology primarily based on the monitored information of vibration, acceleration, substructure deformation, and so on. Lately, with the event of machine studying, data-driven methodology has change 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 check the accuracy on actual HSR engineering tasks.NecessitiesAnalysis Subject Engineering Schooling Stage Bachelor Diploma or equalAbilities/{Qualifications}Candidates should maintain an Higher Second Class (2.1) honours diploma in Engineering or comparable 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’ll be able to verify our comparability entry necessities. Please be aware that you could be want to supply proof of your English Language proficiency.Particular NecessitiesAs a consequence of 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 value of UK tuition charges and an annual stipend of £18,622 at UKRI charge.Extra analysis bills can even be obtainable.Eligibility standardsCandidates should maintain an Higher Second Class (2.1) honours diploma in Engineering or comparable 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’ll be able to verify our comparability entry necessities. Please be aware that you could be want to supply proof of your English Language proficiency.As a consequence of 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 data.Web site for added job particularsWork Location(s)Variety of presents obtainable 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

Sat, 02 Mar 2024 08:40:45 GMT

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