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This arXiv paper presents a shape-constrained predictive modeling approach to estimate nanoparticle size and dispersity in continuous flow nanodrug production, reducing the need for extensive experimental screening.
Design-CP introduces context-parallel inference strategies for RFdiffusion 3 that enable the all-atom design of large multimeric protein nanoparticles by distributing quadratic activations across multiple GPUs, making large-assembly protein design feasible on smaller GPU clusters.
Researchers at MIT have developed PlasmoSniff, a breath test that uses nanoparticles and enhanced Raman spectroscopy to detect pneumonia and other lung conditions in minutes, potentially enabling rapid at-home or clinical diagnosis.
Research reveals that gold's apparent inertness is due to a protective surface reconstruction into a hexagonal pattern, while a square lattice form is catalytically active. Nanoparticles lack the atoms for this reconstruction, revealing gold's reactive nature.