Research output per year
Research output per year
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Dive into the research topics where Sam Espley 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
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Research output
- 3 Article
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Distortion/interaction analysis via machine learning
Espley, S. G., Allsop, S. S., Buttar, D., Tomasi, S. & Grayson, M. N., 4 Dec 2024, In: Digital Discovery. p. 2479-2486 8 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Machine learning reaction barriers in low data regimes: a horizontal and diagonal transfer learning approach
Espley, S. G., Farrar, E. H. E., Buttar, D., Tomasi, S. & Grayson, M. N., 1 Aug 2023, In: Digital Discovery. 2, 4, p. 941-951 11 p.Research output: Contribution to journal › Article › peer-review
Open Access8 Citations (SciVal) -
Photoredox-HAT Catalysis for Primary Amine α-C–H Alkylation: Mechanistic Insight with Transient Absorption Spectroscopy
Sneha, M., Thornton, G., Borrell, L., Ryder, A., Espley, S., Clark, I. P., Cresswell, A., Grayson, M. & Orr-Ewing, A., 16 Jun 2023, In: ACS Catalysis. 13, 12, p. 8004-8013 10 p.Research output: Contribution to journal › Article › peer-review
Open Access12 Citations (SciVal)
Datasets
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Dataset for "Machine learning reaction barriers in low data regimes: a horizontal and diagonal transfer learning approach"
Espley, S. (Creator), Farrar, E. (Creator), Grayson, M. (Supervisor), Tomasi, S. (Supervisor) & Buttar, D. (Supervisor), University of Bath, 31 May 2023
DOI: 10.15125/BATH-01229
Dataset
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Dataset for "Distortion/Interaction Analysis via Machine Learning"
Espley, S. (Creator), Allsop, S. (Creator), Buttar, D. (Supervisor), Tomasi, S. (Supervisor) & Grayson, M. (Supervisor), University of Bath, 21 Oct 2024
DOI: 10.15125/BATH-01398, https://github.com/the-grayson-group/distortion-interaction_ML
Dataset