Genomic determinants in pathogenicity of SARS-CoV-2 versa common cold coronaviruses حسب Zahra Arab-Bafrani (20309630)

"…To this aim, at first, in the full genome of all coronavirus strains included in this study, the observed and expected frequency of dinucleotide to hexanucleotide was obtained using Markov method. Then odds ratio (observed/expected abundances) of short oligonucleotide was computed and considered as the raw data (features). …"

DataSheet1_Enhancing slope stability prediction through integrated PCA-SSA-SVM modeling: a case study of LongLian expressway.docx حسب Jianxin Huang (11944014)

"…Traditional slope stability analysis methods, such as the limit equilibrium method, limit analysis method, and finite element method, often face limitations due to computational complexity and the need for extensive soil property data. …"

Integrating drought warning water level with analytical hedging for reservoir water supply operation حسب Wenhua Wan (8051543)

"…</p><p dir="ltr">2. R codes for the HR-based DP algorithm, the processes deriving seasonal DWWL, and the statistical performance of HR with DWWL during typical drought years.…"

TreeMap 2020 CONUS: A tree-level model of the forests of the conterminous United States circa 2020 حسب Scott N. Zimmer (20807459)

"…We used a Random Forest machine-learning algorithm to impute the forest plot data to a set of target rasters provided by Landscape Fire and Resource Management Planning Tools (LANDFIRE) and Daymet (Daymet). …"

TreeMap 2022 CONUS: A tree-level model of the forests of the conterminous United States circa 2022 حسب Rachel M. Houtman (19658365)

"…We used a Random Forest machine-learning algorithm to impute the forest plot data to a set of target rasters provided by Landscape Fire and Resource Management Planning Tools (LANDFIRE) and Daymet (Daymet). …"

A Dataset on the Biodiversity Footprints and Sectoral Differences in China حسب haiyue wang (20803663)

"…It comprises the following components: (1) China’s raw species spatial data, sourced from the IUCN and BirdLife International, with 446 threatened and near-threatened species attributes provided in a CSV file. (2) Biodiversity footprint data of China's 19 economic sectors across 30 provinces (2017), with two versions: Version 1: 352 species (excluding NT species) Version 2: 446 species (including NT species) Stored as “2017 China Provincial Biodiversity Footprint Data” in Shapefile format. (3) Biodiversity footprint data by taxonomic group (Mammal, Amphibian, Reptile, and Bird) across 30 provinces (2017), with two versions as above, stored as “2017 China Taxonomic Biodiversity Footprint Data” in Shapefile format. (4) A procedural demonstration of matrix operations with detailed algorithmic steps for specific species, stored as “An example detailing the computational steps for specific species” in PDF format. (5) Code.…"

A Dataset on the Biodiversity Footprints and Sectoral Differences in China حسب Haiyue Wang (20698763)

"…<p dir="ltr">(1) China’s species data stored in the file “2017 China Species Spatial Data” in CSV format, spatial data sourced from the IUCN and BirdLife International.…"

Dataset for Partial Parallelism Plot Analysis in Neurodegeneration Biomarker Assays (2010–2024) حسب Axel Petzold (7076261)

"…<br></p><p dir="ltr">Each dataset entry is annotated with:</p><ul><li>Sample type (serum, plasma, cerebrospinal fluid)</li><li>Assay platform and dilution steps</li><li>Classification of outcome (partial parallelism achieved or not)</li></ul><p dir="ltr"><b>Use cases:</b><br>This dataset is designed to help researchers, assay developers, and meta-analysts to:</p><ul><li>Reproduce figures and analyses from the published review</li><li>Benchmark or validate new assay performance pipelines</li><li>Train algorithms for automated detection of dilutional non-parallelism</li></ul><p dir="ltr"><b>Files included:</b></p><ul><li><code>.csv</code> files containing dilution–response data</li><li>Metadata spreadsheets with assay and sample annotations</li></ul><p></p>…"

Both Ankle fNIRS MI dataset حسب Hammad Gilani (8060012)

"…</p><p dir="ltr">The dataset includes:</p><p><br></p><ul><li><b>Raw data:</b> Original <code>.nirs</code> files for each participant.…"

Right Knee fNIRS MI Dataset حسب Hammad Gilani (8060012)

"…</p><p dir="ltr">The dataset includes:</p><p><br></p><ul><li><b>Raw data:</b> Original <code>.nirs</code> files for each participant.…"

Right Ankle fNIRS MI Dataset حسب Hammad Gilani (8060012)

"…</p><p dir="ltr">The dataset includes:</p><p><br></p><ul><li><b>Raw data:</b> Original <code>.nirs</code> files for each participant.…"

Left Knee fNIRS MI Dataset حسب Hammad Gilani (8060012)

"…</p><p dir="ltr">The dataset includes:</p><p><br></p><ul><li><b>Raw data:</b> Original <code>.nirs</code> files for each participant.…"

Left Ankle fNIRS MI Dataset حسب Hammad Gilani (8060012)

"…</p><p dir="ltr">The dataset includes:</p><p><br></p><ul><li><b>Raw data:</b> Original <code>.nirs</code> files for each participant.…"

Both Knees fNIRS MI dataset حسب Hammad Gilani (8060012)

"…</p><p dir="ltr">The dataset includes:</p><p><br></p><ul><li><b>Raw data:</b> Original <code>.nirs</code> files for each participant.…"

Peer Review Fundamentals: Enhancing Quality and Integrity in Scholarly Publishing حسب Thaer Al-Jadir (12237572)

"…</li><li><b>Engineering/Robotics</b>: emphasis on reproducibility of algorithms, code, and simulations.</li></ul><p></p>…"

RabbitSketch حسب tong zhang (20852432)

"…The similarity analysis of 455GB genomic data can be completed in about 5 minutes using RabbitSketch with Python code. …"

<b>The abundance of ground-level atmospheric ice-nucleating particles and aerosol properties </b><b>in the North Slope of Alaska</b> حسب Aidan Pantoya (19416546)

"…All Python codes used for processing input data and generating output data are paired with the readme files and archived in folders. …"

A Tutorial on the Use of Artificial Intelligence Tools for Facial Emotion Recognition in R حسب Austin Wyman (17559054)

"…We present their advantages, disadvantages, and provide sample code so that researchers can immediately begin designing, collecting, and analyzing emotion data. …"

A dataset mapping the temperate savanna in Northeastern China (2022) حسب Xiaoya Li (19531363)

"…The derived method provides a new insight to explore the extent of regional and global savannain the future.</p><p dir="ltr">The code and generated maps are publicly accessible. …"

Stress and frequency optimization of prismatic sandwich beams with structural joints: Improvements through accelerated topology optimization حسب Shengyu Yan (21450735)

"…The inexact recycled implicitly restarted Lanczos method is proposed, providing a novel approach to efficiently solving eigenvalue problems by recycling eigenvectors and relaxing convergence tolerances, significantly speeding up the process. …"