Ellen Clancy
Ellen Clancy is a researcher whose coauthored work connects AI with human-action data, protein structure and weather forecasting. In 2020, she coauthored a note on DeepMind's Kinetics-700 dataset; in 2021, she coauthored the AlphaFold paper, a Google DeepMind account of proteome-scale predictions and a radar-nowcasting study. A 2023 study with Rutherford Appleton Laboratory's Central Laser Facility found that DNA damage changed cell viscosity and refractive index.
Timeline
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2020
Kinetics-700 human-action data
In 2020, she coauthors a note on DeepMind's Kinetics human-action dataset, describing an updated release with dataset statistics and I3D baseline results.
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2021
AlphaFold protein structures
In 2021, she coauthors DeepMind's AlphaFold paper, which reports protein-structure predictions with accuracy competitive with experimental structures in most CASP14 cases.
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July 2021
AlphaFold at proteome scale
In July 2021, she coauthors Google DeepMind's account of AlphaFold predictions at whole-proteome scale and its partnership with EMBL-EBI to share them through AlphaFold DB.
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September 2021
Radar precipitation nowcasting
In September 2021, she coauthors a Nature paper presenting a deep generative model for probabilistic precipitation nowcasting from radar.
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2023
Research at the Central Laser Facility
In 2023, her research affiliation is Rutherford Appleton Laboratory's Central Laser Facility, and she coauthors a study finding that DNA damage changes cell viscosity and refractive index.
Sources and credits
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- A Short Note on the Kinetics-700-2020 Human Action Dataset
- Highly accurate protein structure prediction with AlphaFold
- Enabling high-accuracy protein structure prediction at the proteome scale
- Skilful precipitation nowcasting using deep generative models of radar
- Fluorescence and phosphorescence lifetime imaging reveals a significant cell nuclear viscosity and refractive index changes upon DNA damage
- Fluorescence and phosphorescence lifetime imaging reveals a significant cell nuclear viscosity and refractive index changes upon DNA damage