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Shuyuan Zhang on Muck Rack

Shuyuan Zhang

As seen in: Nature, Wiley Online Library, Frontiers, Gut Journal, MDPI, BMC Psychology, Science Magazine, BioRxiv, Cell Metabolism, Cell Press and
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Articles

Enhancing molecular property prediction of transformer models with dual graph representation

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By Shuyuan Zhang, Alexei A. Lapkin
| Nature Verified
Abstract Accurate prediction of molecular properties is central to advancing chemistry, materials science, and drug discovery. Machine learning on molecular graphs depends critically on representations that capture the topology and structure of molecules. Here we propose the dual graph transformer (DGT), a self-attention architecture that jointly models atom and bond graphs to achieve comprehensive molecular encodings.
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Urea supplementation is associated with holistic changes in suprathreshold non-volatile flavour perception through oral microbiome carbon metabolism

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By Shuyuan Zhang, Adrien Le Guennec, Saeed Shoaie, Guy Carpenter
| Nature Verified
Abstract Urea is a small inorganic compound, readily available in saliva, that can be metabolised by the oral microbiome. We hypothesised that dietary supplementation with urea would increase salivary levels, alter microbial metabolism and, potentially, modify suprathreshold non-volatile flavour perception. A semi-trained panel of 20 participants completed taste evaluations using visual analogue scales for nine tastants, both before and during a 5-day urea supplementation regimen.
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Cell size modulates ferroptosis susceptibility

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By Evgeny Zatulovskiy, Magdalena B. Murray, Shuyuan Zhang
| eLife
eLife Assessment This important study highlights how cell size influences various cellular responses, with a particular focus on ferroptosis. The evidence presented is convincing, employing multiple model systems and experimental approaches to support the conclusions. This work will be of significant interest to the fields of cell size, ferroptosis, and cancer biology.
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