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PublicationsTimo Martin2025-03-01T11:05:26+01:00

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  • Uncertainty-aware machine learning to predict non-cancer human toxicity for the global chemicals market

    Kerstin von BorriesKatie V. BeckwithJonathan M. GoodmanWeihsueh A. ChiuOlivier JollietPeter Fantke

    https://doi.org/10.1038/s41467-025-67374-4
    Publication data
    Open Access
    Nature Communications 2026, 17: 647
    Tags

    Human healthRisk screeningSubstitutionOrganic substancesLCA

  • Toward safer and more sustainable by design biocatalytic amide-bond coupling

    Elisabeth SöderbergKerstin von BorriesUlf NorinderMark PetcheyGanapathy RanjaniSwapnil ChavanHanna HolmquistMagnus JohanssonIan CotgreaveMartin A. HayesPeter FantkePer-Olof Syrén

    https://doi.org/10.1039/D4GC03665D
    Publication data
    Open Access
    Green Chemistry 2024, 26: 11147-11163
    Tags

    Ecosystem healthHuman healthSubstitutionLCARisk screeningOrganic substances

  • Two-stage machine learning-based approach to predict points of departure for human non-cancer and developmental/reproductive effects

    Jacob KvasnickaNicolò AurisanoKerstin von BorriesEn-Hsuan LuPeter FantkeOlivier JollietFred A. WrightWeihsueh A. Chiu

    https://doi.org/10.1021/acs.est.4c00172
    Publication data
    Open Access
    Environmental Science and Technology 2024, 58: 15638-15649
    Tags

    Human healthSubstitutionLCARisk screeningOrganic substances

  • Potential for machine learning to address data gaps in human toxicity and ecotoxicity characterization

    Kerstin von BorriesHanna HolmquistMarissa KosnikKatie V. BeckwithOlivier JollietJonathan M. GoodmanPeter Fantke

    https://doi.org/10.1021/acs.est.3c05300
    Publication data
    Open Access
    Environmental Science and Technology 2023, 75: 18259-18270
    Tags

    Ecosystem healthHuman healthSubstitutionLCARisk screeningOrganic substances

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