Personal profile
Research interests
I work in the Numerical Analysis and Data Science group in the Department of Mathematical Sciences at the University of Bath, and work closely with the Centre for Mathematics and Algorithms for Data. I am interested in computational algorithms and their analysis, especially ones for stochastic differential equations, machine learning, and shape modelling.
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- 1 Similar Profiles
Collaborations and top research areas from the last five years
Projects
- 5 Finished
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Shape modelling for predicting risk of early onset hip osteoarthritis
Shardlow, T. (PI), Gill, R. (CoI), Kyprianou, A. (CoI) & Rambojun, A. (Researcher)
Engineering and Physical Sciences Research Council
4/07/22 → 1/09/23
Project: Research council
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MAchine Learning And Rheumatic Diseases
Shardlow, T. (PI)
Royal United Hospitals Bath NHS Foundation Trust
1/03/22 → 31/03/23
Project: Central government, health and local authorities
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Automated Image Recognition in Psoriatic Arthritis: AI-PsA
Shardlow, T. (PI)
Royal United Hospitals Bath NHS Foundation Trust
1/06/20 → 1/11/23
Project: Central government, health and local authorities
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Collaborative Work with Stephen Marsland (Massey University NZ)
Shardlow, T. (PI)
21/07/15 → 21/08/15
Project: UK charity
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IAA: Mathematical Investigation into the Methods used in Classical Quantitative Risk Assessment in the Energy and Process Industries
Shardlow, T. (PI), Budd, C. (CoI), Jennison, C. (CoI), Lindgren, F. (CoI) & Scheichl, R. (CoI)
Engineering and Physical Sciences Research Council
1/05/14 → 31/01/15
Project: Research council
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Compression of Currents and Varifolds
Paul, A., Campbell, N. & Shardlow, T., 26 Feb 2026, In: SIAM Journal on Imaging Sciences. 19, 1, p. 327 - 363 37 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Downloads (Pure) -
Gaussian process diffeomorphic statistical shape modelling for assessment of hip dysplasia
Paul, A., Grammatopoulos, G., Rambojun, A., Campbell, N. D. F., Gill, H. S. & Shardlow, T., 9 Jan 2026, In: Medical Engineering & Physics . 147, 1, 015009.Research output: Contribution to journal › Article › peer-review
Open Access12 Downloads (Pure) -
Hadamard--Langevin dynamics for sampling the l1 prior
Cheltsov, I., Cornalba, F., Poon, C. & Shardlow, T., 24 Apr 2026, (Acceptance date) arXiv, (ArXiv e-prints).Research output: Working paper / Preprint › Preprint
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ARC-Flow: Articulated, Resolution-Agnostic, Correspondence-Free Matching and Interpolation of 3D Shapes Under Flow Fields
Hartshorne, A., Paul, A., Shardlow, T. & Campbell, N. D. F., 25 Aug 2025, (E-pub ahead of print) Proceedings - 2025 International Conference on 3D Vision, 3DV 2025. IEEE, p. 11-33 23 p. (Proceedings - 2025 International Conference on 3D Vision, 3DV 2025).Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding
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Curvature Enthusiasm: Correspondence-Free Interpolation and Matching of Articulated 3D Shapes using Compressed Normal Cycles
Hartshorne, A., Paul, A., Shardlow, T. & Campbell, N. D. F., 31 Dec 2025, In: ACM Transactions on Graphics. 44, 6, p. 1-25 230.Research output: Contribution to journal › Article › peer-review
Open Access
Activities
- 1 Major conference organising role
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ICMS Strategic Workshop on "New Directions for Stochastic Differential Equations and Machine Learning"
Foster, J. (Organiser), Shardlow, T. (Organiser), Campbell, N. (Organiser), Subr, K. (Organiser) & Wu, Y. (Organiser)
3 Jun 2024 → 7 Jun 2024Activity: Academic conferences and events (excluding conference publications) › Major conference organising role