Probabilistic-QSR-GeoQA حسب Mohammad Kazemi (19442467)

"…<p dir="ltr">The code and data are related to the paper Mohammad Kazemi Beydokhti, Matt Duckham, Amy L. …"

<b>Beyond absolute space: Modeling disease dispersion and reactive actions from a multi-spatialization perspective</b> حسب Shiran Zhong (14518376)

"…</p><h3>Running the Code</h3><p dir="ltr">· To run the Python code (preferably in Jupyter Notebook), ensure that all dependencies are installed by running: <i>pip install pandas pgmpy</i>. …"

Supplementary Materials for the article: ”Damped sectorial oscillations of an acoustically levitated droplet". حسب Taisiia Nagorskaia (22557095)

"…</li><li><b>Supplementary Video S3 (</b><i>S3_Video_Damped_oscillations.avi</i><b>):</b> High-speed footage of the damped oscillations used for the quantitative analysis presented in the paper.</li><li><b>Supplementary Code S4 (</b><i>S4_Code_Data_processing.ipynb</i><b>):</b> Python analysis code used for automated processing and for analyzing manually extracted data from the damped oscillations (S3).…"

Olson et al Muscle spindles provide flexible sensory feedback for movement sequences حسب William Olson (21703679)

"…</li></ul><h4><b>Code</b></h4><p dir="ltr">Accompanying Python scripts and Jupyter notebooks are included for:</p><ul><li>Data preprocessing and formatting.…"

Trustworthy and Ethical AI for Intrusion Detection in Healthcare IoT (IoMT) Systems: An Agentic Decision Loop Framework حسب ibrahim adabara (22107287)

"…<br>The study presents a multi-agent intrusion detection architecture that integrates:</p><ul><li>A supervised flow-based detector</li><li>A Deep Q-Network (DQN) triage agent</li><li>A NIST AI RMF–aligned ethical rule engine</li></ul><p dir="ltr">The framework enables <b>trustworthy, safe, and context-aware intrusion detection</b> in healthcare IoT environments (IoMT).…"

FORCE11: FROGS: Facilitating Reproducible Open (Geo)Science حسب Deborah Khider (4673140)

Supplementary material for "Euler inversion: Locating sources of potential-field data through inversion of Euler's homogeneity equation" حسب Leonardo Uieda (97471)

"…<p dir="ltr">This repository contains the data and source code used to produce the results presented in:</p><blockquote><p dir="ltr">Uieda, L., Souza-Junior, G. …"

Phylogenomics of aquatic bacteria حسب Krzysztof Jurdzinski (12519700)

"…</p> <p><br></p> <p>filter_MSGs.py - a Python script to extract the MAGs from within the MSGs (given all_MSG_ids.txt) from a folder containing a larger set of sequences.…"

<b>VISION — an open-source software for automated multi-dimensional image analysis of cellular biophysics</b> حسب Erdinc Sezgin (10714689)

"…Here, we present VISION, a stand-alone software based on Python for spectral analysis with improved applicability. …"

Cognitive Fatigue حسب Rui Varandas (11900993)

"…<br></p><p dir="ltr"><b>HCI features</b> encompass keyboard, mouse, and screenshot data. Below is a Python code snippet for extracting screenshot files from the screenshots CSV file.…"

<b>Myelin oligodendrocyte glycoprotein (MOG) Degradome Foundation Atlas</b> حسب Axel Petzold (7076261)

"…</li></ul><h3>Reproducibility and Code Availability</h3><p dir="ltr">Dataset generation is fully reproducible using open-source tools:</p><ul><li>Python</li><li>SAS</li></ul><p dir="ltr">All required scripts are included in the repository and are well documented to support local replication and custom adaptations. …"

Western Oregon Wet Dry (WOWTDR) annual predictions of late summer streamflow status for western Oregon, 2019-2021 حسب Jonathan D. Burnett (19659601)

"…Also included is all R code and Python code needed to run and process this model.…"

Genomic Epidemiology of SARS-CoV-2 in Peru from 2020 to 2024 حسب Pablo Tsukayama (22614461)

"…<p dir="ltr">This dataset compiles all code, scripts, supporting files, and figure outputs used for the analyses presented in Sobkowiak et al., Genomic Epidemiology of SARS-CoV-2 in Peru, 2020–2024 (Communications Medicine, 2025). …"

Can Large Language Models Replace Human Subjects? A Large-Scale Replication of Scenario-Based Experiments in Psychology and Management حسب Ning Li (18882138)

"…By presenting LLMs with identical experimental conditions used in the original studies, we compare LLM responses with human responses to assess their understanding of human psychology and potential utility as research tools. …"

Sonification of Warming Stripes حسب Christopher Harrison (9448751)

"…<p dir="ltr">We present a sonification of the temperature anomalies (deviations from an average, reference value) on the Earth’s near-surface over the period 1930–2024. …"

Explained variance ration of the PCA algorithm. حسب Abeer Aljohani (18497914)

"…The efficiency and accuracy of the proposed method is presented in details. All our simulation is performed in computation softwares, Matlab and Python. …"

Morphological profiles of U-2 OS cells with cDNA-mediated overexpression حسب Jesko Wagner (19934877)

"…</p><p dir="ltr">Morphological profiles are present in the AnnData's <code>X</code> slot, other features that do not quantify a single cell's morphology directly are placed in <code>obsm</code>.…"

Pteredactyl: Patient Clinical Free-Text Redaction Software حسب Matt Stammers (14037525)

"…</p><p dir="ltr">This is why we created <a href="https://pypi.org/project/pteredactyl/" rel="noopener noreferrer" target="_blank">Pteredactyl</a> - a python module to help with redaction of clinical free text.…"

Data حسب Yasir Çatal (20329092)

"…Flexibility of Intrinsic Neural Timescales During Distinct Behavioral States<h2>Description of the data and file structure</h2><p dir="ltr">The github page <a href="https://github.com/duodenum96/acw_behavior" target="_blank">https://github.com/duodenum96/acwbehavior</a> contains the MATLAB code to replicate the figures. The numerical data necessary for the figures are presented here. …"

Sonification of Growing Black Hole حسب Rose Shepherd (20328444)

"…We used the open source Python package STRAUSS to produce the sonification (Trayford and Harrison 2023). …"