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As seen in: Royal Society of Chemistry, Cell Press
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Articles

Automated electrosynthesis reaction mining with multimodal large language models (MLLMs)

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By Shi Xuan Leong, Nanyang Technological, Sandford Fleming Building, Zijian Zhang
| Royal Society of Chemistry Verified
Automated electrosynthesis reaction mining with multimodal large language models (MLLMs)† Leveraging the chemical data available in legacy formats such as publications and patents is a significant challenge for the community. Automated reaction mining offers a promising solution to unleash this knowledge into a learnable digital form and therefore help expedite materials and reaction discovery.
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Bringing down the heat in methanol synthesis

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By Andrew Wang, Sandford Fleming Building, Athanasios A. Tountas, Wallberg Building
| Cell Press Verified
Progress and potential Motivated by the continuing uncertainty of precisely why a ternary copper-zinc oxide-alumina (Cu-ZnO-Al2O3, CZA) solid-state composite material remains the pre-eminent industrial methanol synthesis catalyst, we explore a surface coordination chemistry approach in an attempt to relate how the structure, composition, and chemical and physical properties of metal-metal oxide catalysts in general can be understood and tailored to bring down the energy intensity of the...
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