Data Sheet 1_Diagnostic lncRNA biomarkers and immune-related ceRNA networks for osteonecrosis of the femoral head in metabolic syndrome identified by plasma RNA sequencing and mach... by Haoyan Sun (22172911)

<b>AI for imaging plant stress in invasive species </b>(dataset from the article https://doi.org/10.1093/aob/mcaf043) by Erola Fenollosa (20977421)

“…Machine learning regression algorithms were trained to predict betalain accumulation from digital images, outperforming classic spectroradiometer measurements. …”

Data Sheet 1_Forestry climate adaptation with HarvesterSeasons service—a gradient boosting model to forecast soil water index SWI from a comprehensive set of predictors in Destinat... by Mikko Strahlendorff (20458865)

“…Training gradient boosting models has been successful in predicting satellite observation-based products into the future using Numerical Weather Prediction (NWP) and Earth Observation (EO) climate data as inputs. The Copernicus Global Land Monitoring Service’s Soil Water Index (SWI) satellite-based observations from 2015 to 2023 at 10,000 locations in Europe were used as the predictand (target parameter) to train an artificial intelligence (AI) model to predict soil wetness with XGBoost (eXtreme Gradient Boosting) and LightGBM (Light Gradient Boosting Machine) implementations of gradient boosting algorithms. …”

Hovering a Ping-Pong Ball: A Demonstration Setup for Teaching PID Control by Christoph G. Salzmann (1362693)

“…We provide a complete assembly and user guide for the PingPongPID as well as the codes for the microcontroller and the Python GUI.…”

Hovering a Ping-Pong Ball: A Demonstration Setup for Teaching PID Control by Christoph G. Salzmann (1362693)

“…We provide a complete assembly and user guide for the PingPongPID as well as the codes for the microcontroller and the Python GUI.…”

Hovering a Ping-Pong Ball: A Demonstration Setup for Teaching PID Control by Christoph G. Salzmann (1362693)

“…We provide a complete assembly and user guide for the PingPongPID as well as the codes for the microcontroller and the Python GUI.…”

Hovering a Ping-Pong Ball: A Demonstration Setup for Teaching PID Control by Christoph G. Salzmann (1362693)

“…We provide a complete assembly and user guide for the PingPongPID as well as the codes for the microcontroller and the Python GUI.…”

<b>Road intersections Data with branch information extracted from OSM</b> & <b>C</b><b>odes to implement the extraction </b>&<b> I</b><b>nstructions on how to </b><b>reproduce each... by Zihao Tang (19794537)

“…</p><h2><b>3. Instructions for codes</b></h2><p dir="ltr">This code repository is organized into eight folders and two files:</p><h3>(1) Folder: <b>candidateIdentify</b></h3><p dir="ltr">This folder contains code related to the identification of candidate junctions or intersections from the input data. …”

The architecture of the SE-multi-input CNN model. by Bin Zheng (45359)

“…The fusion strategy combines feature maps via bicubic interpolation and element-wise summation to maintain spatial integrity. …”

Confusion matrix for the Multi-input CNN model. by Bin Zheng (45359)

“…The fusion strategy combines feature maps via bicubic interpolation and element-wise summation to maintain spatial integrity. …”

Confusion matrices for single-input CNN models. by Bin Zheng (45359)

“…The fusion strategy combines feature maps via bicubic interpolation and element-wise summation to maintain spatial integrity. …”

Confusion matrix for the Multi-input CNN model. by Bin Zheng (45359)

“…The fusion strategy combines feature maps via bicubic interpolation and element-wise summation to maintain spatial integrity. …”

Pipeline for extraction of parameters for ML and DL. by John Kruper (18809386)

“…<p>(A) Diffusion MRI (dMRI) data from the HBN-POD2 sample is used as input to the algorithm. …”

Steps to the final sample. by Vittorio Nicoletta (21367878)

“…<div><p>One major obstacle to advancing research and treatment for major psychiatric disorders is their substantial within-diagnosis heterogeneity in patient lifetime trajectories. Adapted research methods such as cluster analysis to define subgroups of patients are currently used. …”

Workflow to extract and define myocardial motion and deformation patterns during early heart morphogenesis. by Morena Raiola (22439390)

Creating an in-silico fate map to analyse heart tube morphogenesis at both cellular and regional levels. by Morena Raiola (22439390)

Secondary search process based on ‘seed’ article used to generate the citation map, adapted from Costa et al. (2025) [48]. by Ana Michell García Varela (22574587)

Intuitionistic fuzzy number . by Hanan Alolaiyan (18536236)

“…In addition, the practical effect of the proposed methods is also investigated in this study. A mathematical mechanism is presented to implement the t-intuitionistic fuzzy RSA algorithm. …”

Experimental message into the integer. by Hanan Alolaiyan (18536236)

“…In addition, the practical effect of the proposed methods is also investigated in this study. A mathematical mechanism is presented to implement the t-intuitionistic fuzzy RSA algorithm. …”

Triangular . by Hanan Alolaiyan (18536236)

“…In addition, the practical effect of the proposed methods is also investigated in this study. A mathematical mechanism is presented to implement the t-intuitionistic fuzzy RSA algorithm. …”