Enhanced Deep-Learning Model for Carbon Footprints of Chemicals

Author:

Zhang Dachuan1ORCID,Wang Zhanyun12ORCID,Oberschelp Christopher1,Bradford Eric1,Hellweg Stefanie1

Affiliation:

1. National Centre of Competence in Research (NCCR) Catalysis, Ecological Systems Design, Institute of Environmental Engineering, ETH Zürich, Zürich 8093, Switzerland

2. Technology and Society Laboratory, Empa-Swiss Federal Laboratories for Materials Science and Technology, St. Gallen CH-9014, Switzerland

Funder

Schweizerischer Nationalfonds zur F?rderung der Wissenschaftlichen Forschung

Publisher

American Chemical Society (ACS)

Reference55 articles.

1. The European Chemical Industry Council. 2023 Facts And Figures Of The European Chemical Industry. https://cefic.org/a-pillar-of-the-european-economy/facts-and-figures-of-the-european-chemical-industry/ (accessed July 2023).

2. Bauer, F.; Kulionis, V.; Oberschelp, C.; Pfister, S.; Tilsted, J. P.; Finkill, G. D.; Fjäll, S. Petrochemicals and Climate Change: Tracing Globally Growing Emissions and Key Blind Spots in a Fossil-Based Industry; Lund University, 2022; Vol. 126, pp 1102–3651.

3. United Nations, Urgent action needed to tackle chemical pollution as global production is set to double by 2030. https://www.unep.org/news-and-stories/press-release/un-report-urgent-action-needed-tackle-chemical-pollution-global (accessed July 2023).

4. Chemical Abstracts Service. CAS launches new brand reflecting strategic evolution to empower smarter science. https://www.cas.org/resources/press-releases/cas-new-brand (accessed July 2023).

5. Toward a Global Understanding of Chemical Pollution: A First Comprehensive Analysis of National and Regional Chemical Inventories

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