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Magic numbers in finite particle systems correspond to specific system sizes that allow configurations with low free energy, often exhibiting closed surface shells to maximize the number of nearest neighbors. Since their discovery in atomic nuclei, magic numbers have been essential for understanding the number-structure-property relationships in finite clusters across different scales. However, as the system size increases, the significance of magic numbers diminishes, and the precise system size at which magic number phenomena disappear remains uncertain. In this study, we investigate colloidal clusters formed through confined self-assembly. Small magic number clusters display icosahedral symmetry with closed surface shells, corresponding to pronounced free energy minima. Our findings reveal that beyond a critical system size, closed surface shells disappear, and free energy minima become less pronounced. Instead, we observe a distinct type of colloidal cluster, termed a football cluster, which retains icosahedral symmetry but features lower-coordinated facets disconnected by terraces. A sphere packing model demonstrates that forming closed surface shells becomes impossible beyond a critical system size, explaining the breakdown of magic numbers in large confined systems.
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http://dx.doi.org/10.1021/acsnano.4c11099 | DOI Listing |
Obes Surg
September 2025
Department of Gastroenterology, Jining No.1 People's Hospital, Jining, China.
Clin Neurol Neurosurg
August 2025
Department of Neurosurgery, Royal Victoria Infirmary, Newcastle upon Tyne NE1 4LP, United Kingdom. Electronic address:
Objective: To assess the effectiveness and cost implications of middle meningeal artery embolisation (MMAE) in reducing recurrence of chronic subdural haematoma (CSDH) requiring surgery, through a meta-analysis of the four largest randomized controlled trials (RCTs) published to date.
Methods: A systematic review and meta-analysis were conducted on four RCTs (EMBOLISE, STEM, MAGIC-MT, EMPROTECT) comparing MMAE to standard treatment in adult patients with CSDH. The primary outcome was recurrence requiring surgery.
BMC Plant Biol
August 2025
Instituto de Conservación y Mejora de la Agrodiversidad Valenciana, Universitat Politècnica de València, Camino de Vera 14, Valencia, 46022, Spain.
Background: Low-coverage whole-genome sequencing (lcWGS) presents a cost-effective solution for genotyping, particularly in applications requiring high marker density and reduced costs. In this study, we evaluated lcWGS for eggplant genotyping using eight founder accessions from the first eggplant MAGIC population (MEGGIC). We tested various sequencing coverages and minimum depth of coverage thresholds with two SNP callers, Freebayes and GATK.
View Article and Find Full Text PDFJ Evid Based Med
August 2025
Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada.
Aim: To summarize the optimal strategies for dealing with missing binary outcome data (MBOD) in randomized controlled trials (RCTs) as informed by simulation studies, and to summarize the quality of reporting in these studies.
Methods: To identify simulation studies comparing at least two strategies to deal with MBOD and evaluating their performance (bias, coverage and power), we searched MEDLINE, EMBASE, Cochrane Central Register of Controlled Trials via Ovid, Web of Science, and JSTOR from their inception up to December 20, 2023. We evaluated reporting quality using established criteria for simulation studies in medical statistics.
Sci Rep
August 2025
Department of Ophthalmology, New Civil Hospital, Strasbourg University Hospital, FMTS, BP426, Strasbourg Cedex, 67091, France.
This global survey investigated the use of virtual reality simulation (VRS) in ophthalmological surgery education. Questionnaires were distributed to authors of publications and directors of centers using VRS for surgical education in ophthalmology, then forwarded to residents and fellows of their team for completion. Out of 1845 questionnaires sent across 36 countries, 170 responses from 26 countries were analyzed, primarily from residents and fellows (75%).
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