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Research artifact accompanying “Reusing Optimality Certificates for Norm Medians under Data Updates.” The package contains input data, baseline implementations, experimental records, exact…

Research artifact accompanying “Reusing Optimality Certificates for Norm Medians under Data Updates.” The package contains input data, baseline implementations, experimental records, exact-arithmetic replay programs, regression tests, and scripts for regenerating the reported tables. Execution instructions and provenance information are included in the archive.

Reproducibility code accompanying the manuscript “Cross-Tissue Preservation and Spatial Localization of a Systemic B-Cell Program in Type 1 Diabetes and Hashimoto Thyroiditis.” This softwa…

Reproducibility code accompanying the manuscript “Cross-Tissue Preservation and Spatial Localization of a Systemic B-Cell Program in Type 1 Diabetes and Hashimoto Thyroiditis.” This software release contains Python-based analysis code for random-effects meta-analysis of prespecified immune programs, cross-tissue evaluation in Hashimoto thyroid tissue using HC3 robust regression, matched-gene null testing, single-cell localization, RNA-first spatial topic analysis, exact slide-label permutation testing, external spatial topic mapping, and reproducibility auditing. The repository also includes environment specifications, analysis configuration files, intermediate-data schemas, and manuscript-to-code alignment documentation. Analyses were performed using Python 3.11.16. Public transcriptomic datasets analyzed in the study include GSE30210, GSE9006, GSE156035, GSE192580, GSE248205, GSE230424, and HRA001684. This release is intended to support transparent and reproducible evaluation of the reported statistical analyses and figures.

This library provides a trait to describe types compatible with PhoenixTypeStream

В тезисе рассматривается роль цифровых финансовых технологий в повышении эффективности деятельности и конкурентоспособности субъектов малого бизнеса. Раскрывается роль цифрового банкинга, электронных …

В тезисе рассматривается роль цифровых финансовых технологий в повышении эффективности деятельности и конкурентоспособности субъектов малого бизнеса. Раскрывается роль цифрового банкинга, электронных платежей, онлайн-кредитования и финтех-сервисов в оптимизации финансовых операций, сокращении издержек, ускорении расчётов и повышении эффективности управления финансовыми ресурсами. Обосновывается значение цифровизации финансовых процессов как инструмента адаптации субъектов малого бизнеса к изменяющимся условиям конкурентной среды.

В тезисе рассматривается роль цифровых финансовых технологий в повышении эффективности деятельности и конкурентоспособности субъектов малого бизнеса. Раскрывается роль цифрового банкинга, электронных …

В тезисе рассматривается роль цифровых финансовых технологий в повышении эффективности деятельности и конкурентоспособности субъектов малого бизнеса. Раскрывается роль цифрового банкинга, электронных платежей, онлайн-кредитования и финтех-сервисов в оптимизации финансовых операций, сокращении издержек, ускорении расчётов и повышении эффективности управления финансовыми ресурсами. Обосновывается значение цифровизации финансовых процессов как инструмента адаптации субъектов малого бизнеса к изменяющимся условиям конкурентной среды.

Techno-economic analysis (TEA) plays a vital role in assessing the feasibility and scalability of emerging technologies, especially in the context of innovation and development. Central to any effecti…

Techno-economic analysis (TEA) plays a vital role in assessing the feasibility and scalability of emerging technologies, especially in the context of innovation and development. Central to any effective TEA is a reliable and detailed model of capital and operational costs. This paper reports the development of such a model for optical networks in the framework of the SEASON project, aimed at supporting a broad spectrum of techno-economic evaluations. The model is constructed using publicly available data and expert insights from project participants. Its generalizable design allows it to be used both within the SEASON project and as a reference for other studies. By harmonizing assumptions and cost parameters, the model fosters consistency across different analyses. It includes cost and power consumption data for a wide range of commercially available optical network components (including transceivers for point-to-multipoint communications), introduces a statistical framework for estimating values for emerging technologies, and provides a cost model for multiband-doped fiber amplifiers. To demonstrate its practical relevance, the paper applies the model to two case studies: an evaluation of how the cost of various multiband node architectures scales with network traffic in meshed topologies and a comparison of different transport solutions to carry fronthaul flows in the radio access network.

Release with Arm linux & pyodide wheels.

Assim, o problema que orienta este capítulo consiste em compreender como a gestão de riscos, mediante identificação de falhas, adoção de medidas preventivas e…

Assim, o problema que orienta este capítulo consiste em compreender como a gestão de riscos, mediante identificação de falhas, adoção de medidas preventivas e estruturação de respostas a eventos críticos, pode contribuir para a continuidade e a efetividade de projetos de leitura desenvolvidos em bibliotecas escolares. Para enfrentá-lo, objetiva-se analisar a gestão de riscos nesses projetos, identificando os principais fatores capazes de comprometer seu planejamento e execução, examinando estratégias de prevenção e mitigação aplicáveis às dimensões pedagógica, operacional, institucional e estrutural e analisando mecanismos de resposta, continuidade e aprendizagem diante de eventos críticos. Esse percurso permite tratar a sustentabilidade dos projetos de leitura não como resultado espontâneo de sua relevância pedagógica, mas como consequência também de uma gestão capaz de antecipar vulnerabilidades, organizar respostas e transformar falhas em conhecimento institucional para ciclos posteriores de planejamento.