Supporting data for "Interpreting complex ecological patterns and processes across differentscales using Artificial Intelligence" حسب Yifei Gu (9507104)

"…<p dir="ltr">This thesis bridges the gap between field observations and the empirical understanding of ecological systems by applying AI models at different spatial scales and hierarchical levels to study ecological complexity. The detailed implementation, source code and demo dataset are included in dedicated folders for each chapter.…"

Code حسب Baoqiang Chen (21099509)

"…</p><p><br></p><p dir="ltr">For the 5′ UTR library, we developed a Python script to extract sequences and Unique Molecular Identifiers (UMIs) from the FASTQ files. …"

Exploring the integration of metaverse technologies in engineering education through the SAMR model حسب Snezhana Dineva (22444471)

"…The metaverse is presented as a tool to improve the learning process and to promote innovative educational approaches. …"

CSMILES: A Compact, Human-Readable SMILES Extension for Conformations حسب James W. Furness (22319738)

"…A two-way conversion from three-dimensional (3D) structure to CSMILES has been implemented, and the article is accompanied by a Python code which effectuates such conversions. …"

CSMILES: A Compact, Human-Readable SMILES Extension for Conformations حسب James W. Furness (22319738)

"…A two-way conversion from three-dimensional (3D) structure to CSMILES has been implemented, and the article is accompanied by a Python code which effectuates such conversions. …"

Scripts, data and figures underpinning 'Towards the Creation of Legible Octilinear Power Grid Diagrams Using Mixed Integer Linear Programming' حسب Paul Cuffe (2937081)

"…<p dir="ltr">These Python notebooks implement the techniques described in the paper "Towards the Creation of Legible Octilinear Power Grid Diagrams Using Mixed Integer Linear Programming".…"

High-Throughput Mass Spectral Library Searching of Small Molecules in R with NIST MSPepSearch حسب Andrey Samokhin (20282728)

"…Despite the availability of numerous library search algorithms, those developed by NIST and implemented in MS Search remain predominant, partly because commercial databases (e.g., NIST, Wiley) are distributed in proprietary formats inaccessible to custom code. …"

SEPARATE Code Repository حسب Gyuri Kim (21424973)

Data&Codes.zip حسب Zer0 Star (20545655)

"…</p><p dir="ltr">To facilitate the widespread use of the proposed framework, we have implemented it as the <b><i>ESLocalIndi</i></b> open-source package in Python, making it easily accessible to geographers. …"

software code of NeoDesign حسب Wenqian Yu (19730101)

"…<h2>Implementation and Dependencies</h2><p dir="ltr">neoDesign was developed with python (recommend>3.9) and shell (bash) language. …"

DA-Faster-RCNN code حسب Seunghyeon Wang (16500132)

"…The implementation is written in Python using PyTorch and Detectron2.…"

Tracking module training details. حسب Khelina Fedorchuk (19130089)

Segmentation module training details. حسب Khelina Fedorchuk (19130089)

Reproducible Code and Data for figures حسب Bonyad Ahmadi (20750327)

"…</i></p><p dir="ltr">It contains:</p><p dir="ltr">✅ <b>Python Code</b> – Scripts used for data preprocessing, and visualization.…"

Simulation Code and Raw Data حسب Melih Özkurt (22278520)

"…<p dir="ltr">Reproducible code (Python) implementing a symmetrized split-step Fourier method (SSFM), with configuration files for all scans. …"

BlueRecording simulates hippocampal LFP. حسب Joseph James Tharayil (21416715)

Memory monitoring recognition test workflow. حسب Pedro C. Martínez-Suárez (21192459)

"…</p><p>Method</p><p>The MMRT was developed using Python and Kivy, facilitating the creation of cross-platform user interfaces. …"

Voice recognition workflow. حسب Pedro C. Martínez-Suárez (21192459)

"…</p><p>Method</p><p>The MMRT was developed using Python and Kivy, facilitating the creation of cross-platform user interfaces. …"

Memory monitoring recognition test main screen. حسب Pedro C. Martínez-Suárez (21192459)

"…</p><p>Method</p><p>The MMRT was developed using Python and Kivy, facilitating the creation of cross-platform user interfaces. …"

Task descriptions. حسب Pedro C. Martínez-Suárez (21192459)

"…</p><p>Method</p><p>The MMRT was developed using Python and Kivy, facilitating the creation of cross-platform user interfaces. …"