Author

Tom Kimpson

The University of MelbourneORCID 0000-0002-6542-6032Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Systems Biology· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:statistical model· 2 Approach:simulation· 1 Assay:spatial transcriptomics· 1

Frequent Co-Authors

Jennifer A. FleggiD· 2 shared Mark B. FleggiD· 1 shared Matthew J. SimpsoniD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

3 top collaborators · 2 mutual co-author links

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2 shared papersSystems Biology

Jennifer A. FleggORCID

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2 papers

Recent·Most cited

Systems BiologybioRxivPreprintMay 6, 2026

REDUCED-PRECISION STOCHASTIC SIMULATION FOR MATHEMATICAL BIOLOGY

Tom Kimpson, Mark B. Flegg, Jennifer A. Flegg

This paper evaluates reduced-precision floating-point arithmetic for accelerating stochastic simulations in mathematical biology without compromising statistical accuracy.

DOI 10.64898/2026.05.01.722176

statistical modelsimulation

𝕏 PostBluesky

Systems BiologyJournal of Theoretical BiologyPeer-reviewedApr 15, 2026

Likelihood-Free Parameter Inference for Spatiotemporal Stochastic Biological Models using Neural Posterior Estimation

Tom Kimpson, Jennifer Flegg, Matthew J. Simpson

The paper develops a neural posterior estimation framework for parameter inference in spatiotemporal stochastic biological models, demonstrating its effectiveness across multiple cell migration models.

1 citation

spatial transcriptomicsstatistical model

𝕏 PostBluesky