Mr Adrien Gallet
Department of Civil and Structural Engineering
Research Student
Full contact details
Department of Civil and Structural Engineering
F111
Sir Frederick Mappin Building (Broad Lane Building)
Mappin Street
Sheffield
S1 3JD
- Profile
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Adrien graduated from the University of Sheffield in July 2020 with an MEng (Hons.) (First Class) in Civil and Structural Engineering with a year in industry, which he spent working at AKT II. His master's dissertation focused on developing neural network based inverse solvers for EIT damage detection in concrete elements.
In September 2020, Adrien joined the department as a doctoral research student to research the use of machine learning to develop structural design models under the supervision of Dr Danny Smyl, Dr Iman Hajirasouliha, Dr Andrew Liew and Dr Giacomo Torelli.
- Qualifications
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MEng - Civil and Structural Engineering (with YinI)
- Research interests
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Research Project: Machine learning for structural design models from the inverse problem perspective
Machine learning
Structural Design
Inverse Problems
- Publications
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Journal articles
- Structural engineering from an inverse problems perspective. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 478(2257).
- Probabilistic cracking prediction via deep learned electrical tomography. Structural Health Monitoring, 21(4), 1574-1589.
- Machine learning for structural design models of continuous beam systems via influence zones. Inverse Problems.
Preprints
- Structural engineering from an inverse problems perspective. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 478(2257).
- Research group
- Professional activities and memberships
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Teaching awards:
Outstanding Teaching Delivery GTA Award (2023)
Civil Engineering GTA Prize (2023)
Civil Engineering GTA Prize (2022)
Presentation awards:
Young Researcher Conference Poster Presentation Award (2023)
Academic awards:
Thomas Broadbent and Sons Ltd. Prize (2020)
Royal Academy of Engineering: Engineering Leaders Scholarships (2018)
AECOM Design Project Prize (2017)
Laverick-Webster-Hewitt Prize (2017)
Institution of Structural Engineers Prize (2016)
Ede and Ravenscroft Prize (2016)
Memberships:
Institution of Structural Engineers (Graduate-member)