<b>Force-Position-Speed Planning and Roughness rediction for Robotic Polishing</b> by Ma Haohao (19780875)

“…The improved dung beetle optimization algorithm, back propagation neural network, finite element analysis and response surface method provide a strong guarantee for the selection of robotic polishing process parameters. …”

JAG2025-cloud-top-properties by Chuanye Shi (18154549)

“…The meaning of each colomn of the LUTs can be found in this file. And the key code is: Xdata = Xdata[[0,1,5,6,19,21,22,23,28,30,32,33,36],:,:] and LUT[line] = np.hstack((data,doy,dem,sza, CTH,CTT,CTP))<br><br>ApplyLUT.py provides a way to apply the propsed LUT algorithm.…”

High-Dimensional Variable Clustering based on Maxima of a Weakly Dependent Random Process by Alexis Boulin (20659921)

“…A data-driven selection method for the tuning parameter is also proposed. …”

Data Sheet 1_Extraction of exact symbolic stationary probability formulas for Markov chains with finite space with application to production lines. Part I: description of methodolo... by Konstantinos S. Boulas (21709982)

“…</p>Results<p>A general algorithm that commences with the Markov chain transition matrix as an input element and forms the state transition diagram. …”

Video 1_Extraction of exact symbolic stationary probability formulas for Markov chains with finite space with application to production lines. Part I: description of methodology.mp... by Konstantinos S. Boulas (21709982)

“…</p>Results<p>A general algorithm that commences with the Markov chain transition matrix as an input element and forms the state transition diagram. …”

Feature selection, Random Forest, and SEM workflow for simulated stand dataset by yang guo (22176595)

“…The R script demonstrates the following steps:</p><ol><li>Feature selection with the Boruta algorithm</li><li>Random Forest modeling with cross-validation and stepwise variable elimination</li><li>Multicollinearity diagnostics using VIF</li><li>Structural Equation Modeling (SEM) and effect decomposition with <code>piecewiseSEM</code> and <code>semEff</code><b>Notes</b></li><li>The dataset is simulated for reproducibility and does not include raw inventory data.…”

BJSP-AGV.cs by shining chen (21391865)

“…<p dir="ltr">the source code of the algorithm, the benchmark data and the optimal solutions.…”

BJSP.xlsx by shining chen (21391865)

“…<p dir="ltr">the source code of the algorithm, the benchmark data and the optimal solutions.…”

Supplement Number 7 by Mees Flapper (21494918)

“…Code and sample data for the orientation tracking algorithm.…”

Single neurons in the human substantia nigra encode social learning signals by Arianna Davis (21370643)

“…Next, analyze the neural data by identifying putative units using the OSORT offline sorting algorithm (linked in related works and cited in the paper). …”

The Guardian Reading Dataset by Frans Van der Sluis (18365826)

“…</p><h3>Data File and Structure</h3><p dir="ltr">Data is stored in <code>.csv</code> format at the reading session level, with each row corresponding to a unique reading session by a participant. …”

A Multi-Pathology Ballistocardiogram Dataset for Cardiac Function Monitoring and Arrhythmia Assessment by Jing Zhan (20716673)

“…Additionally, the algorithm code for processing the signals in this dataset is also uploaded in the code.zip file.…”

Multi-Task Learning for Gaussian Graphical Regressions with High Dimensional Covariates by Jingfei Zhang (580874)

“…We also develop an efficient augmented Lagrangian algorithm for computation, which solves subproblems with a semi-smooth Newton method. …”

Synthetic dataset of 100 fundus auto fluorescence of inherited retinal disease by Nikolas Pontikos (6779939)

“…</p><h2>Code/software</h2><p dir="ltr">No software is needed to view the data. …”

Institutions in the Complexity-Relatedness Framework by İbrahim Tuğrul Çınar (12058328)

“…</p><p dir="ltr"><br></p><p dir="ltr">Files</p><ul><li><code>data_regional_performance models.csv</code> </li></ul><p dir="ltr">Geographic coverage<br>EU NUTS‑2 regions (excludes FRY overseas regions; Azores/Madeira and Spanish islands excluded for geographic/institutional consistency; countries where NUTS‑0 ≡ NUTS‑2—LV, EE, LU, CY, MT are omitted).…”

Brain-in-the-Loop Learning for Intelligent Vehicle Decision-Making by Xiaofei Zhang (16483224)

“…Both human subject studies, control groups and ablation studies data are included in this repository. Detailed description of file organization, data structures, requirements could be found in the README.md document.…”

Back to the Roots: Assessing Mining Techniques for Java Vulnerability-Contributing Commits by Torge Hinrichs (17121607)

“…<p dir="ltr">Vulnerability-contributing commits (VCCs) are changes in code repositories that contribute to the insertion of vulnerabilities. …”

DataSheet1_Enhancing slope stability prediction through integrated PCA-SSA-SVM modeling: a case study of LongLian expressway.docx by 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. …”

EEG Signals for Robust Cognitive Workload Recognition Under Noisy Conditions.zip by Fariya Bintay Shafi (21692408)

“…</li></ul><h3>File Naming Convention:</h3><p dir="ltr">Each EEG recording is stored in EDF format using the structure:</p><ul><li><code>"SubjectXX_Y.edf"</code></li><li><ul><li><code>XX</code> – Participant number (e.g., 00 to 39)</li><li><code>Y</code> – Task condition:</li><li><ul><li><code>0</code>: No Workload (Resting State)</li><li><code>1</code>: Workload</li></ul></li></ul></li></ul><p dir="ltr">This naming scheme ensures easy identification of each subject’s session and workload state.…”

Global Source-to-sink Domain Map by Harrison Martin (20739275)

“…<br><br><u>This repository contains three main items:</u> 1) the global raster map, 2) MATLAB code used to create the map, and 3) reduced intermediate data designed to work with the MATLAB code, so that users can recreate or modify the map locally without downloading and processing all of the original input data. …”