data science

CRYSTAL AND MOLECULAR STRUCTURES OF 1-ALKYL-QUINAZOLIN-4(3H)-ONES WITH p-CHLOROPHENYL FRAGMENT

Quinazolin-4(3H)-one and quinazoline-2,4-dione cores represent key pharmacophores widely encountered in medicinal chemistry and materials science [1,2]. We present the crystal structures of three novel 4-chlorophenyl quinazolinones: 3-(4-chlorophenyl)-1-heptylquinazoline-2,4(1H,3H)-dione (I), 3-(4-chlorophenyl) -1-isob...

Het beoordelen van de milieu-impact van voedselkeuzes door middel van levenscyclusanalyse en consumentenonderzoek

Reducing the environmental impact of food systems is a major sustainability challenge. Key intervention strategies include technological improvements on the supply side, as well as demand-side measures such as reducing food waste, dietary shifts, and changes in consumption habits. Life cycle assessment (LCA) is widely...

Global Insights, Local Impact: Leveraging TIMSS and PIRLS for Education Policy Reform

This Compass Brief synthesizes how education systems leverage TIMSS (Trends in International Mathematics and Science Study) and PIRLS (Progress in International Reading Literacy Study) data to inform national reform efforts, drawing on self-reported insights from over 130 participating education systems.

Association Between Adequacy and Moderation of Quality of Diet with Fat Mass, Muscle Mass, and Lipid Profile Among Iranian Health Workers Based on the Baseline Data of Employees Health Cohort Study

Higher HEI-2015 scores were associated with modestly higher fat-free and skeletal muscle mass, while higher adequacy scores were associated with several body-composition measures, including fat-free and skeletal muscle mass and, in the adjusted analysis, fat and trunk fat mass.

Exploring grade 5–8 novice science teachers’ PCK development for socioscientific issues-based teaching

Teaching Data Cleaning in Machine Learning: A Misconception-Driven Pedagogical Framework for Explainable and Ethical Data Preprocessing

This paper proposes a four-phase instructional sequence — Motivational Grounding, Mechanism Diagnosis, Algorithm-Context Mapping, Algorithm-Context Mapping, and Explainability and Ethical Reflection — operationalized through a multi-dimensional Instructor Cleaning Strategy Matrix, embedding explainability and ethical r...

SPARTA v2.2.0: graph transport operators and structural null models for spatial omics (code, node tables and results)

SPARTA poses two transport problems on one spatial graph: a source–sink minimum cut for migrating immune cells and a screened diffusion–absorption equation for an IgG-sized molecule. Release v2.2.0 accompanies the manuscript submitted to Interdisciplinary Sciences: Computational Life Sciences and contains the complete...

Multiplicative Foundations of Arithmetic over the \[\mathbb{F}_{1}\] Monoid: The Derangement Nature of Time and the Dynamic Zero (Version 1.3)

Спецификация артефакта данных / Data Artifact Specification (v5.0.0) Проект / Project: Modular System Emulator for Z₁₂ / Z₁₃ in the Superalgebraic Basis F̃₁Версия / Version: 5.0.0 (Global System Edition)Релиз / Release: Предусмотрено для депонирования в Zenodo Open Science RepositoryЛицензия / License: MIT License Опис...

NASA-JPL Geodetic Ocean Heat Content and Steric Height

This set of files contains ocean heat content (OHC) and steric height derived from satellite altimetry and gravimetry, along with related uncertainties, correction factors, and other diagnostics. The source altimetry data used are the NASA-SSH version 1 gridded sea surface height fields, and the source gravimetry data...

Reproducibility package for: An autonomous imaging system for reef fish monitoring in the southern Gulf of Mexico

This reproducibility package accompanies the manuscript “An autonomous imaging system for reef fish monitoring in the southern Gulf of Mexico”, submitted to Frontiers in Marine Science. Version 2.0.0 corresponds to the revised analytical workflow developed during peer review. The package contains the data, analytical i...

github.com/broadinstitute/warp/TestGlimpse2SVImputation

Warp Analysis Research Pipelines The Warp Analysis Research Pipelines (WARP) repository is a collection of cloud-optimized pipelines for processing biological data from the Broad Institute Data Sciences Platform and collaborators. WARP provides robust, standardized data analysis for the Broad Institute Genomics Platfor...

Reproducibility package for "Payment Timing and Cash-Flow Ruin under Fixed Incurred Liabilities"

Code, tests, locked environment, machine-readable results, manuscript and supplement sources, figures and tables for “Payment Timing and Cash-Flow Ruin under Fixed Incurred Liabilities” (submitted to the Annals of Actuarial Science). A single staged pipeline (`code/reproduce.py`, Python 3.12.10 with an exact package lo...