Research output per year
Research output per year
Personal profile
Research Groups and Themes
- Intelligent Systems Laboratory
Fingerprint
Dive into the research topics where Laurence Aitchison is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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Learning Generation Orders for Masked Discrete Diffusion Models via Variational Inference
Fox, D., Bowyer, S., Liu, S., Aitchison, L., Santos-Rodriguez, R. & Yang, L., 3 Mar 2026. 12 p.Research output: Contribution to conference › Conference Paper › peer-review
Open Access -
Machine Learning Emulation of Precipitation From km-Scale UK Regional Climate Simulations Using a Diffusion Model
Addison, H. J., Kendon, E. J., Ravuri, S., Aitchison, L. & Watson, P. A. G., 3 Mar 2026, In: Journal of Advances in Modeling Earth Systems. 18, 3, 28 p., e2025MS005140.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open Access -
Position: Don’t Use the CLT in LLM Evals With Fewer Than a Few Hundred Datapoints
Bowyer, S., Aitchison, L. & Ivanova, D. R., 5 Jan 2026, Proceedings of the 42nd International Conference on Machine Learning. Proceedings of Machine Learning Research, p. 81143-81184 42 p. (Proceedings of Machine Learning Research; vol. 267).Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
Open AccessFile1 Downloads (Pure)
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Future Rainfall and Flood Extremes (FURFLEX)
Aitchison, L. (Principal Investigator)
1/10/24 → 30/09/28
Project: Research
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8030 Royal Society RGS\R2\202316
Aitchison, L. (Principal Investigator)
24/11/20 → 23/10/21
Project: Research
Datasets
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Met Office UKCP Local CPM precipitation ML emulator dataset, version 1.0.1
Addison, H. (Creator), Kendon, E. (Creator), Ravuri, S. (Creator), Aitchison, L. (Creator) & Watson, P. A. (Creator), Zenodo, 27 Mar 2025
DOI: 10.5281/zenodo.15096536, https://zenodo.org/records/15096536
Dataset
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Models and samples for ML emulators of Met Office UK CPM
Addison, H. (Creator), Kendon, E. (Creator), Ravuri, S. (Creator), Aitchison, L. (Creator) & Watson, P. (Creator), Zenodo, 27 Mar 2025
DOI: 10.5281/zenodo.15097164, https://zenodo.org/records/15097164
Dataset
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Met Office UKCP Local CPM precipitation ML emulator dataset, version 1.0.0
Addison, H. (Creator), Kendon, E. (Creator), Ravuri, S. (Creator), Aitchison, L. (Creator) & Watson, P. A. (Creator), Zenodo, 6 Jun 2024
DOI: 10.5281/zenodo.11504859, https://zenodo.org/records/11504859
Dataset