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Accelerated discovery of CO2 electrocatalysts using active machine learning

2020· article· en· 1,500 citations· W3025104221 on OpenAlex· 10.1038/s41586-020-2242-8

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian affiliationAn author listed a Canadian institution. This is the only route the usual frame has.

Abstract

No abstract. This is not a gap in this database — OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.

The record

Venue
Nature
Topic
CO2 Reduction Techniques and Catalysts
Field
Energy
Canadian institutions
National Research Council CanadaUniversity of Toronto
Funders
Keywords
Faraday efficiencyRenewable energyElectrocatalystMaterials scienceEthylene glycolElectrochemistryFossil fuelEthyleneElectrodeNanotechnologyChemical engineeringChemistryCatalysisElectrical engineeringOrganic chemistry
Has abstract in OpenAlex
no