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Accurate and transferable multitask prediction of chemical properties with an atoms-in-molecules neural network


Atomic and molecular properties could be evaluated from the fundamental Schrodinger’s equation and therefore represent different modalities of the same quantum phenomena. Here, we present AIMNet, a modular and chemically inspired deep neural network potential. We used AIMNet with multitarget tra... Read More

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New chemical tools to modify and study biomolecules


Understanding the structure and metabolism of cells and living organisms is essential for the development of new drugs and diagnostics. The availability of chemical tools that allow scientists to edit biomolecules, like proteins, with atom-level resolution have greatly contributed to the progres... Read More

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Cytoplasm of scrambled frog eggs organizes into cell-like structures


The discovery relied on Cheng's observations. While studying a molecular process known as programmed cell death, he noticed the nuclei in a tube of cytoplasmic extract from frog eggs were behaving unexpectedly. After 30 minutes or so, the nuclei had organized so the distance between two nuclei was a... Read More

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A one-pot, high-yield CFPS system was developed from a recoded strain of E. coli


The site-specific incorporation of non-canonical amino acids (ncAAs) into proteins via amber suppression provides access to novel protein properties, structures, and functions. Historically, poor protein expression yields resulting from release factor 1 (RF1) competition has limited this technology.... Read More

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