Research papers

Below is a selection of EPCC’s research papers from the past two years. To explore all our papers, search the University of Edinburgh's Research Explorer.

A dataset of high-resolution snapshots of the viscous sublayer from direct numerical simulation of a turbulent boundary layer up to Reθ = 2400

A dataset of high-resolution snapshots of the viscous sublayer from direct numerical simulation of a turbulent boundary layer up to Reθ = 2400

O'Connor, J., Whalley, R., Wynn, A. & Laizet, S., Jun 2026, In: Data in brief. 66, p. 112767 112767.

Research output: Contribution to journalArticlepeer-review

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Scalable CFD simulations in multi-billion voxel micro-CT images of porous materials using openFOAM on ARCHER2

Scalable CFD simulations in multi-billion voxel micro-CT images of porous materials using openFOAM on ARCHER2

Maes, J., Pringle, G. J. & Menke, H. P., 5 May 2026, In: Journal of Computational Science. 97, p. 1-15 15 p., 102892.

Research output: Contribution to journalArticlepeer-review

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MathTales: Designing and studying an AI agent-based story generation system for teaching mathematical problem solving to children

MathTales: Designing and studying an AI agent-based story generation system for teaching mathematical problem solving to children

Zhang, K., Niu, Y., Alqassim, M. Y., Inglis, A., Palansuriya, C. & Constantin, A., 13 Apr 2026, CHI EA '26: Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery (ACM), p. 1-13 13 p. 455

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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An MLIR Lowering Pipeline for Stencils at Wafer-Scale

An MLIR Lowering Pipeline for Stencils at Wafer-Scale

Stawinoga, N., Katz, D., Lydike, A., Zarins, J., Brown, N., Bisbas, G. & Grosser, T., 22 Mar 2026, ACM International Conference on Architectural Support for Programming Languages and Operating Systems: ASPLOS26. Association for Computing Machinery, p. 94-109

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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A brief review of quantum machine learning techniques for financial services

A brief review of quantum machine learning techniques for financial services

Doosti, M., Wallden, P., Hamill, C. B., Hankache, R., Brown, O. & Heunen, C., 13 Mar 2026, (E-pub ahead of print) In: Machine Learning: Science and Technology. p. 1-22 22 p.

Research output: Contribution to journalReview articlepeer-review

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Towards Scheduling of Pipelined Dataflow Graphs in MLIR

Towards Scheduling of Pipelined Dataflow Graphs in MLIR

Rodríguez Canal, G., Bohm Agostini, N., Limaye, A., Castellana, V., Manzano, J., Tumeo, A., Jamieson, M. & Brown, N., 21 Feb 2026, Proceedings of ACM/SIGDA International Symposium on Field-Programmable Gate Arrays: ISFPGA 26. Association for Computing Machinery, p. 138

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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HyperAIRI: a plug-and-play algorithm for precise hyperspectral image reconstruction in radio interferometry

HyperAIRI: a plug-and-play algorithm for precise hyperspectral image reconstruction in radio interferometry

Tang, C., Dabbech, A., Jackson, W. A. & Wiaux, Y., 13 Feb 2026, In: Astrophysical Journal Supplement.

Research output: Contribution to journalArticlepeer-review

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Protocol for the PROSECCA study: a new approach for predicting radiotherapy outcome using artificial intelligence and electronic population-based healthcare data

Protocol for the PROSECCA study: a new approach for predicting radiotherapy outcome using artificial intelligence and electronic population-based healthcare data

Nailon, B., Noble, D. J., Harrison, E. M., Yang, Z., Elliot, S., MacNair, A., Beckett, G., Hallam, A., Sheikh, A., Mills, N., Halliday, R., Morrison, D., Chalmers, A., Cameron, D. A., Gourley, C., Hall, P. S., Lilley, C., Carruthers, L., Trainer, M. & Burns, D. & 30 others, Dee, F., Andiappa, S., Lonsdale, A., Couper, M., Farnan, K., McLellan, J., Miller, A., Ogg, J., Moses, J., Colligan, S., MacDonald, G., McPhail, N., Niblock, P., MacLeod, N., Davies, M. E., Laurenson, D. I., Hopgood, J. R., Boyle, D., Paterson, C., Grose, D., Phillips, I., Harrow, S., Berger, T., Shelley, L. E. A., Sanders, I., Henderson, S., Duffton, A., Mitchell, J., Rutherford, A. & McLaren, D., 2 Feb 2026, In: BMJ Open. 16, 2

Research output: Contribution to journalArticlepeer-review

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Optimising the computational performance of high degree lithospheric field models

Optimising the computational performance of high degree lithospheric field models

Bareford, M., Brown, W., Beggan, C. D., Watson, C. & Bull, J. M., Feb 2026, In: Computers and Geosciences. 208, 0098-3004, 11 p., 106092.

Research output: Contribution to journalArticlepeer-review

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Three-dimensional CFD simulations of the flow around an infinitely long cylinder from subcritical to postcritical Reynolds regimes using DES

Three-dimensional CFD simulations of the flow around an infinitely long cylinder from subcritical to postcritical Reynolds regimes using DES

de Oliveira, M., Saltara, F., Jackson, W. A., Parsons, M. & Carmo, B. S., 19 Jan 2026, In: Fluids.

Research output: Contribution to journalArticlepeer-review

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