Research output per year
Research output per year
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Dive into the research topics where Benedict Leimkuhler is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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
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Adaptive Momentum and Nonlinear Damping for Neural Network Training
Karoni, A., Rajpal, R., Leimkuhler, B. & Stoltz, G., 30 Apr 2026, (Accepted/In press).Research output: Contribution to conference › Paper › peer-review
Open AccessFile -
A Langevin sampling algorithm inspired by the Adam optimizer
Leimkuhler, B., Lohmann, R. & Whalley, P., 1 Apr 2026, (E-pub ahead of print) In: ACM Transactions on Probabilistic Machine Learning.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Adaptive Stepsizing for Stochastic Gradient Langevin Dynamics in Bayesian Neural Networks
Rajpal, R., Leimkuhler, B. & Jiang, Y., 11 Nov 2025, ArXiv.Research output: Working paper › Preprint
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Cluster Formation in Diffusive Systems
Leimkuhler, B., Lohmann, R., Pavliotis, G. A. & Whalley, P. A., 28 Oct 2025, ArXiv.Research output: Working paper › Preprint
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How deep is your network? Deep vs. shallow learning of transfer operators
Tabish, M., Leimkuhler, B. & Klus, S., 24 Sept 2025, ArXiv.Research output: Working paper › Preprint
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Quantum Advantage TurboCHarger (QATCH)
Kashefi, E. (Principal Investigator), Beentjes, S. (Co-investigator), Brown, O. (Co-investigator), Dent, C. (Co-investigator), Leimkuhler, B. (Co-investigator), Michel, J. (Co-investigator), Szpruch, L. (Co-investigator), Thomson, S. (Co-investigator) & Wallden, P. (Co-investigator)
Engineering and Physical Sciences Research Council
1/04/26 → 31/03/30
Project: Research
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MAC-MIGS: EPSRC Centre for Doctoral Training in Mathematical Modelling, Analysis and Computation (MAC-MIGS)
Leimkuhler, B. (Principal Investigator)
1/09/19 → 31/03/28
Project: Research
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AI Driven Sampling of the Shapes of Biomolecules
Leimkuhler, B. (Principal Investigator)
1/10/21 → 30/09/25
Project: Research
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AI Driven Sampling of the Shapes of Biomolecules
Leimkuhler, B. (Principal Investigator)
UK industry, commerce and public corporations
1/10/21 → 30/09/25
Project: Research
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Leimkuhler ATI Student Enrichment Vlaar
Leimkuhler, B. (Principal Investigator)
7/09/21 → 9/12/22
Project: Research
Datasets
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g-BAOAB source files
Matthews, C. (Creator) & Leimkuhler, B. (Depositor), Edinburgh DataShare, 5 Apr 2016
DOI: 10.7488/ds/1365
Dataset