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    Understanding Indexing Efficiency for Approximate Nearest Neighbor Search in High-dimensional Vector Databases by Qin, Yuting

    Published 2024
    “…Due to massive data scale in practice, Approximate Nearest-Neighbor (ANN), which builds a search index offline to accelerate search online, is often used instead. One of the most promising ANN indexing approaches is the graphbased approach, which first constructs a proximity graph on the dataset, connecting pairs of vectors that are close to each other, then traverse the proximity graph for each query to find the closest vectors to a query vector. …”
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    Molecular, Genetic, and Process Approaches for Improving Secreted Pharmaceutical Protein Quality in Komagataella phaffii by Yang, Yuchen

    Published 2024
    “…While mammalian platforms such as Chinese Hamster Ovary (CHO) cells are commonly used for their high production titer and capability for complex post-translational modifications, thier high cost of goods manufactured can greatly constrain biopharmaceutical global accessibility. …”
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