EXPLORING HIGH-PERFORMANCE VISCOSITY INDEX IMPROVER POLYMERS VIA HIGH-THROUGHPUT MOLECULAR DYNAMICS AND EXPLAINABLE AI

Exploring high-performance viscosity index improver polymers via high-throughput molecular dynamics and explainable AI

Abstract Data-driven material innovation has the potential to revolutionize the traditional Edisonian process and significantly shorten development cycles.However, the scarcity of data in materials science and the poor interpretability of machine learning pose serious obstacles to the adoption of this new paradigm.Here, we propose a pipeline that i

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A Rapid NGS-Based Preimplantation Genetic Testing for Chromosomal Abnormalities in Day-3 Blastomere Biopsy Allows Embryo Transfer Within the Same Treatment Cycle

Nowadays, most of the preimplantation genetic testing (PGT) is performed with a strategy of comprehensive chromosome screening and trophectoderm biopsy.Nevertheless, patients with ovarian insufficiency may not have competent blastocysts.In the present study, we aimed to establish the value of multiple annealing and candy button strips looping-based

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