Research output per year
Research output per year
Personal profile
Research interests
Ella Gale works at applying machine learning algorithms to chemistry problems, especially by using new mathematical techniques to improve the effeiciency of molecular machine learning. She software including for virtual reality, machine learning and design of experiments. Her other research interests are materials for novel computer components like memristors, spintronics and other devices.
Structured keywords and research groupings
- BCS and TECS CDTs
Keywords
- Machine Learning
- Artificial Intelligence
- Chemistry
- Materials Science
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Research output
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Interactivity: the missing link between virtual reality technology and drug discovery pipelines
Walters, R. K., Gale, E. M., Barnoud, J., Glowacki, D. R. & Mulholland, A. J., 8 Feb 2022.Research output: Working paper › Preprint
File5 Downloads (Pure) -
The emerging potential of interactive virtual reality in drug discovery
Walters, R. K., Gale, E. M., Barnoud, J., Glowacki, D. R. & Mulholland, A. J., 31 May 2022, (E-pub ahead of print) In: Expert Opinion on Drug Discovery. 17, 7, p. 685-698 14 p.Research output: Contribution to journal › Review article (Academic Journal) › peer-review
Open Access3 Citations (Scopus)40 Downloads (Pure) -
Are there any ‘object detectors’ in the hidden layers of CNNs trained to identify objects or scenes?
Gale, E. M., Martin, N., Blything, R., Nguyen, A. & Bowers, J. S., 1 Nov 2020, In: Vision Research. 176, p. 60-71 12 p.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open AccessFile4 Citations (Scopus)33 Downloads (Pure)