Example Diagram. حسب Nan Ru (9594384)

Aggregate Measurement Image in IPP. حسب Nan Ru (9594384)

Internal changes of the specimen of 0.82 to 0.84. حسب Nan Ru (9594384)

Internal changes of the specimen of 0.86 to 0.88. حسب Nan Ru (9594384)

Internal changes of the specimen of 0.7 to 0.75. حسب Nan Ru (9594384)

Internal changes of the specimen of 0.87 to 0.9. حسب Nan Ru (9594384)

Internal changes of the specimen of 0.74 to 0.76. حسب Nan Ru (9594384)

Internal changes of the specimen 1.55 to 1.60. حسب Nan Ru (9594384)

Internal changes of the specimen of 1.70 to 1.75. حسب Nan Ru (9594384)

Internal changes of the specimen of 0.89 to 1. حسب Nan Ru (9594384)

The codes and data for "A Graph Convolutional Neural Network-based Method for Predicting Computational Intensity of Geocomputation" حسب FirstName LastName (20554465)

"…The <b>innovations</b> and <b>steps</b> in Case 3, including data download, sample generation, and parallel computation optimization, were independently developed and are not dependent on the GeoCube’s code.</p><h2>Requirements</h2><p dir="ltr">The codes use the following dependencies with Python 3.8</p><ul><li>torch==2.0.0</li><li>torch_geometric==2.5.3</li><li>networkx==2.6.3</li><li>pyshp==2.3.1</li><li>tensorrt==8.6.1</li><li>matplotlib==3.7.2</li><li>scipy==1.10.1</li><li>scikit-learn==1.3.0</li><li>geopandas==0.13.2</li></ul><p><br></p>…"

The codes and data for "A Graph Convolutional Neural Network-based Method for Predicting Computational Intensity of Geocomputation" حسب FirstName LastName (20554465)

"…The <b>innovations</b> and <b>steps</b> in Case 3, including data download, sample generation, and parallel computation optimization, were independently developed and are not dependent on the GeoCube’s code.</p><h2>Requirements</h2><p dir="ltr">The codes use the following dependencies with Python 3.8</p><ul><li>torch==2.0.0</li><li>torch_geometric==2.5.3</li><li>networkx==2.6.3</li><li>pyshp==2.3.1</li><li>tensorrt==8.6.1</li><li>matplotlib==3.7.2</li><li>scipy==1.10.1</li><li>scikit-learn==1.3.0</li><li>geopandas==0.13.2</li></ul><p><br></p>…"

Code for the HIVE Appendicitis prediction modelRepository with LLM_data_extractor_optuna for automated feature extraction حسب Anoeska Schipper (18513465)

"…</p><p dir="ltr"><b>LLM Data Extractor optuna repo</b> is a Python framework for generating and evaluating clinical text predictions using large language models (LLMs) like <code>qwen2.5</code>. …"

Quetzal: Comprehensive Peptide Fragmentation Annotation and Visualization حسب Eric W. Deutsch (13887)

"…We describe how Quetzal annotates spectra using the new Human Proteome Organization (HUPO) Proteomics Standards Initiative (PSI) mzPAF standard for fragment ion peak annotation, including the Python-based code, a web-service end point that provides annotation services, and a web-based application for annotating spectra and producing publication-quality figures. …"

Quetzal: Comprehensive Peptide Fragmentation Annotation and Visualization حسب Eric W. Deutsch (13887)

"…We describe how Quetzal annotates spectra using the new Human Proteome Organization (HUPO) Proteomics Standards Initiative (PSI) mzPAF standard for fragment ion peak annotation, including the Python-based code, a web-service end point that provides annotation services, and a web-based application for annotating spectra and producing publication-quality figures. …"

Reaction Alignment of the Tricarboxylic Acid (TCA) Cycle Network. حسب Adel Heydarabadipour (22290905)

Performance Benchmark: SBMLNetwork vs. SBMLDiagrams Auto-layout. حسب Adel Heydarabadipour (22290905)

Research Data and Code on Characteristics and Drivers of Plant Diversity in Viaduct Footprint Spaces of a Mountainous, High-Density City—A Case Study of Central Chongqing حسب Junjie Zhang (355622)

"…</li><li>Derived data including calculated plant diversity metrics and environmental factor data.</li><li>R and python code used for statistical analysis.</li></ul><p dir="ltr">Data collection was conducted through on-site field surveys in the central urban area of Chongqing, China, from April to October 2024.…"

Anisotropic Skyrmion and Multi-<i>q </i>Spin Dynamics in Centrosymmetric Gd₂PdSi₃: Data and Code حسب Matjaž Gomilšek (14278739)

"…Python script file<br>*.dat, [no extension] ... ASCII data file. …"

Data and analysis code for manuscript "Preparations for ultra-high dose rate 25-90 MeV electron irradiation experiments with a compact, high-peak-current, X-band linear accelerator... حسب Haytham Effarah (11979509)

"…</p><p dir="ltr">The environment.yml file can create a conda virtual environment named "prep4vhee" with the required Python version and dependencies using the following conda command:</p><pre>conda env create -f environment.yml<br></pre><p dir="ltr">TOPAS input decks are also included in some folders with seeds set to reproduce Monte Carlo simulation results presented in the manuscript. …"