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Machine learning recognition of hybrid lead halide perovskites and perovskite-related structures from X-ray diffraction patterns.
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Laboratory of New Materials for Solar Energetics, Department of Materials Science, Lomonosov Moscow State University, 1 Lenin Hills, 119991, Moscow, Russia.
Identification of crystal structures is a crucial stage in the exploration of novel functional materials. This procedure is usually time-consuming and can be false-positive or false-negative. This necessitates a significant level of expert proficiency in the field of crystallography and, especially, requires deep experience in perovskite-related structures of hybrid perovskites.
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Edward R. Murrow College of Communication, Washington State University, Pullman, WA, USA.
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To explore the practice and application of learning curve theory in improving prescription review skills in standardized training for pharmacists in medical institutions, and to provide reference for enhancing the effectiveness of standardized training for pharmacists in medical institutions. A retrospective analysis was conducted on the relevant data of 20 students who participated in our hospital's standardized pharmacist training in 2022 and 2023 during their prescription review practice learning process. The prescription review practice learning process is divided into 10 stages, with 100 prescriptions in each stage.
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