Mendeley Data Showcase

Supporting data for "Increases in cortisol production facilitate the transition to exogenous feeding by larval zebrafish". Tab 1: Effects of metyrapone treatment on cortisol levels in larval zebrafish. Tab 2: Effects of metyrapone treatment on development of larval zebrafish. Tab 3: Effects of metyrapone treatment on growth rates of larval zebrafish. Tab 4: Effects of metyrapone treatment on digestive enzyme transcript levels in larval zebrafish. Tab 5: Effects of metyrapone treatment on feeding in larval zebrafish.

Circular economy aims to retain valuable materials in the recycling loop and reduce losses. Packaging materials, owing to their short market lifetimes, dominate the waste stream, and feedstock for mechanical recycling remains a fluctuating geographical and seasonal factor. This study presents a decision tree for a mechanical recycling process to transform a post-consumer polypropylene (PP) waste stream into a high-quality product. Initial manual analysis of a representative PP bale from a sorting plant revealed an 87.5% PP content, with 75% being white or transparent. The recycling process involved color-based sorting into three different color fractions (white, transparent, and colored), grinding, multiple washing steps, flake sorting, and granulation to produce six distinct fractions. This study highlights the importance of tracking material flow, generating process data, and linking it to environmental impacts. Using the Alpha Algorithm, a process network from feedstock to final pellets was developed to identify key decision points based on feedstock quality, color, and volatile organic compounds (VOC) contamination. These findings demonstrate that cleaning reduces contaminants and improves product quality. The developed tool aids in optimizing recycling processes with the aim of retaining valuable materials in primary recycling loops and minimizing downcycling.

Data and codes to reproduce the results presented in Chapter 3: Pressure-driven Eruption of Liquid Reservoirs in Titan's Ice Shell of my dissertation.

Supplementary table of the article title "Vulvar basosquamous carcinoma: Insights from Surveillance, Epidemiology, and End Results Database Analysis (2000-2021)"

Data used in the article Strategy for MSMEs Development Through Provision of Loan Facilities in The Market with The Implementation of Performance Guarantees.

Raw data for all figures in the manuscript by Gao and Liu to be published by Geochimica et Cosmochimica Acta as "Path-integral molecular dynamics predictions of H isotope fractionation between brucite and water at elevated temperatures and pressures".

The dataset encompassed 10,070 responses gathered for the General Happiness Index survey from 2018 to 2024 in Hong Kong SAR, China. The self-reported questionnaire included demographic data (e.g., age range, sex, marital status, parental status, educational attainment, monthly income, religious affiliation), individual happiness, mental capital, values, social well-being (assessed by social well-being scale), satisfaction with external environmental factors, physical and mental health status, and the Patient Health Questionnaire-9 (PHQ-9). Data collection was conducted through online and/or in-person interviews, subject upon social conditions and infectious outbreaks. Data verification was conducted, and additional recording and computations (i.e., mean of mental capital and mean of satisfaction with external environmental factors) were implemented and added to enhance interpretability. Nonetheless, the original raw data was preserved. The statement of items with their response formats was described and explained. Some items about satisfaction with external environmental factors were encrypted because of their relative political sensitivity. Nevertheless, the complete dataset can be acquired upon a reasonable request. A “.” was used to indicate a missing value. The items' comparison was tabulated and summarized in the word file below.

The dataset was made from previously published research papers. We have made a database using the N,E coordinates of beachrock formation in the tropical Asian region.

This dataset gives the code and dataset accompanying a submitted paper entitled "An Extended Microphysical Friction Model for Variable Normal Stress Conditions". In this study, we extend a microphysical friction model, initially designed for constant normal stress conditions, to account for varying normal stress, by including the effects of fault gouge and system elasticity. We tested the model against different lab experiments with changing normal stress, and it successfully captured the key responses observed. Unlike traditional models, our model inherently includes a gouge plasticity term that directly relates to normal stress, allowing for immediate and temporary changes in the density of the gouge and influencing steady-state friction. Importantly, the model does not require an additional factor to explain how shear stress changes with normal stress adjustments. We believe this model could be useful for understanding real-world effects of changes in normal stress, such as the relationship between local earthquakes and solid tides, and the induced seismic risks posed by reservoir exploitation and stimulation. This is a theoretical paper and no experimental data is being produced. The code, which uses the solvers embedded in the finite element package Comsol (Version 3.5a), and the numerical results for plotting the graphs, are included in this dataset. The former (code) is given in a file (.mph) and the produced data are given in four zip files (.rar). The four files are "Normal stress oscillations.rar", "Normal stress pulse.rar", "Normal stress stepping tests.rar", and "SHS Test with Modulated Normal Stress.rar". Note that "SHS" refers to a special test called "slide-hold-slide" test.

This repository contains the three core datasets underpinning our LLM evaluation study in infectious disease decision‐making: Multiple‐Choice Answers: Model responses mapped to predefined, guideline‐based answer keys for each clinical question. Raw LLM Outputs: Unedited textual answers generated by all 15 tested language models. Likert‐Scale Ratings: Explanation‐quality scores assigned by two blinded, board‐certified reviewers, including consensus‐resolved discrepancies and interrater reliability statistics. Together, these files enable full replication of our accuracy and explanation‐quality analyses.