Author

Matthew J. Leach

University of SheffieldORCID 0000-0002-8901-5609Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:benchmark study· 1 Approach:deep learning· 1 Approach:experimental assay· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Alexander George FletcheriD· 2 shared Adam ŠmelkoiD· 1 shared Alejandro Madrid-ValienteiD· 1 shared Alfonso ValenciaiD· 1 shared Arnau MontagudiD· 1 shared Dirk DrasdoiD· 1 shared Fergus CooperiD· 1 shared Gary R. MiramsiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersCell Biology

Alexander George FletcherORCID

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2 papers

Recent·Most cited

Cell BiologybioRxivPreprintJan 13, 2026

GPU acceleration of cell-based simulations in Chaste using FLAME GPU 2

Matthew J. Leach, Peter Heywood, Alexander George Fletcher, Paul Richmond

This paper integrates FLAME GPU 2 with Chaste to accelerate cell-based simulations, achieving significant speedups and improved mechanical modeling accuracy.

DOI 10.64898/2026.01.13.699201

deep learningexperimental assay

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Systems BiologybioRxivPreprintJul 16, 2025

Open Benchmarking for Cell-Based Multiscale Models: Lessons from a Community Initiative

Thaleia Ntiniakou, James M. Osborne, Jieling Zhao…·Arnau Montagud

This paper presents a community-driven benchmarking initiative for cell-based multiscale models, highlighting variations in tool implementations and advocating for standardized benchmarks and interoperability.

DOI 10.1101/2025.07.16.664358

benchmark studybenchmarking

𝕏 PostBluesky