Articles

  • Nov 21, 2024 | science.org | Chenshu Liu |Feyza Yilmaz |Ayumi Kuratani |Kaiyi Jiang

    AbstractDirected protein evolution is central to biomedical applications but faces challenges like experimental complexity, inefficient multi-property optimization, and local maxima traps. While in silico methods using protein language models (PLMs) can provide modeled fitness landscape guidance, they struggle to generalize across diverse protein families and map to protein activity.

  • Nov 21, 2024 | science.org | Chenshu Liu |Feyza Yilmaz |Ayumi Kuratani |Agustín Fuentes

    Science, both teaching and doing, is under attack. The recent US presidential election of a person and platform with anti-science bias exemplifies this. The study of climate processes and patterns and the role of human activities in these phenomena are at the heart of multiple global crises, and yet the scientific results, and the scientists presenting them, are attacked constantly.

  • Nov 21, 2024 | science.org | Chenshu Liu |Feyza Yilmaz |Ayumi Kuratani |Franklin Tao

    Editor’s summaryHeterogeneous catalysts, in which metal nanoparticles are dispersed on a support material, can undergo many changes after activation and subsequent reaction conditions. Tao and Salmeron reviewed fundamental studies of metal nanoparticles changing size, shape, and surface composition in response to different environmental conditions and how these nanoparticles interact with metal-oxide supports.

  • Nov 21, 2024 | science.org | Chenshu Liu |Feyza Yilmaz |Ayumi Kuratani |Jesse R. Smith

    Energy Economics Decoupling too slowlyJesse SmithEfforts to decouple economic growth from fossil fuel use are falling well short of targets. (Pictured: an old crude oil well pumpjack)PHOTO: ANAN KAEWKHAMMUL/ALAMY STOCK PHOTOModern economic growth has depended on fossil fuel burning, but if we are to avoid the most serious consequences of climate change, then economic growth must be decoupled from hydrocarbon energy generation. Zioga et al.

  • Nov 21, 2024 | science.org | Chenshu Liu |Feyza Yilmaz |Ayumi Kuratani

    Editor’s summaryMunicipal drinking water in the US is often treated with chloramines to prevent the growth of harmful microorganisms, but these molecules can also react with organic and inorganic dissolved compounds to form disinfection by-products that are potentially toxic. Fairey et al. studied a previously known but uncharacterized product of mono- and dichloramine decomposition and identified it as the chloronitroamide anion (see the Perspective by McCurry).

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