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Multi-Variable Multi-Metric Optimization of Self-Assembled Photocatalytic CO2 Reduction Performance Using Machine Learning Algorithms
Work
Year: 2024
Type: article
Abstract: The sunlight-driven reduction of CO2 into fuels and platform chemicals is a promising approach to enable a circular economy. However, established optimization approaches are poorly suited to multivari... more
Source: Journal of the American Chemical Society
Authors Shannon A. Bonke, Giovanni Trezza, Luca Bergamasco, Hongwei Song, Santiago Rodríguez‐Jiménez +3 more
Institutions University of Cambridge, Polytechnic University of Turin, Uppsala University
Cites: 45
Cited by: 9
Related to: 10
FWCI: 2.659
Citation percentile (by year/subfield): 99.99
Topic: CO2 Reduction Techniques and Catalysts
Subfield: Renewable Energy, Sustainability and the Environment
Field: Energy
Domain: Physical Sciences
Open Access status: hybrid
Funders Horizon 2020 Framework Programme, Horizon 2020 Framework Programme
Grant IDS GAN 828838, GAN 891338