List of Abbreviations by Gursimran Singh (575288)

“…However, existing BCI frameworks face several limitations, including a lack of stage-wise flexibility essential for experimental research, steep learning curves for researchers without programming expertise, elevated costs due to reliance on proprietary software, and a lack of all-inclusive features leading to the use of multiple external tools affecting research outcomes. …”

Spatiotemporal Soil Erosion Dataset for the Yarlung Tsangpo River Basin (1990–2100) by peng xin (21382394)

Datasets from the Programmatic Analysis of Fuel Treatments: from the landscape to the national level Joint Fire Science Project (14-5-01-1) by Douglas B. Rideout (19657906)

“…In addition, supplemental files such as the ArcPy python script for calculating the time since last fire and a file summarizing the wind and fuel moisture parameters used in the FlamMap runs for generating fire behavior inputs are also included.…”

Raw datasets acquired to investigate the possible roles of CAHS proteins from tardigrade in osmotic stress tolerance in mammalian cells and their analysis program by Takahiro Bino (8898745)

“…</p> <p><br></p> <p>In order to utilize the Python program code, it is necessary to refer to the file whose name corresponds to the respective filename.…”

Instance segmentation benchmarking results. by Khelina Fedorchuk (19130089)

“…The software is written in pure Python and is freely available. We suggest this tool is particularly suited to the tracking of cells in suspension, whose fast motion makes lineage assembly particularly difficult.…”

Training details of the trackers. by Khelina Fedorchuk (19130089)

“…The software is written in pure Python and is freely available. We suggest this tool is particularly suited to the tracking of cells in suspension, whose fast motion makes lineage assembly particularly difficult.…”

Artifact for the ATVA 2025 paper "PolyQEnt: A Polynomial Quantified Entailment Solver" by Krishnendu Chatterjee (15367413)

Not All local LLMs Are Equal: A Benchmark of Energy and Performance by Simão Cunha (19712455)

“…However, installing these specific versions is not mandatory:<br><br>```bash<br>bash scripts/install_prerequisites.sh<br>```<br><br>#### Dependencies<br><br>1. Install all Python libraries listed in `requirements.txt` using a virtual environment (e.g., named `env`):<br><br>```bash<br># Create a virtual environment named 'env'<br>python3 -m venv env<br><br># Activate the virtual environment<br>source env/bin/activate<br><br># Install the required Python libraries<br>pip3 install -r requirements.txt<br>```<br><br>For `llama-cpp-python` installation with CPU support (used in this paper), execute:<br><br>```bash<br>CMAKE_ARGS="-DLLAMA_BLAS=ON -DLLAMA_BLAS_VENDOR=OpenBLAS" pip3 install llama-cpp-python<br>```<br><br>For other hardware acceleration backends, refer to the [llama-cpp-python documentation](<u>https://github.com/abetlen/llama-cpp-python?…”

The artifacts and data for the paper "DD4AV: Detecting Atomicity Violations in Interrupt-Driven Programs with Guided Concolic Execution and Filtering" (OOPSLA 2025) by zixuan yuan (17602152)

“…</p><h3><b>Steps:</b></h3><h4><b>1) Navigate to the working directory:</b><br><code>cd $ROOT_DIR/test/simple_test</code></h4><p><br></p><p dir="ltr"><b>2) Build the program using the provided scripts:</b><br><code>.…”

<b>Labelled AIS Trajectories Near Svalbard for Abnormal Behavior Detection</b> by Harald Vilhelm Skat-Rørdam (19640353)

HCC Evaluation Dataset and Results by Jens-Rene Giesen (18461928)

Poster: Evaluating outcomes of embedding coding activities in an advanced (astro)physics module by Judith Croston (20780552)

“…The activities aim to make abstract ideas concrete, provide authentic experiences of advanced physics and astronomy tasks, and to further develop valuable employability skills in coding and Python.</p><p dir="ltr">This project will explore student experience with the S385 activities and will examine the relationship between Python engagement, use of supporting resources, performance on Python assessment tasks, and overall module performance, so as to assess whether the aims of the embedded Python activities have been achieved.…”

Skyeye: Detecting Imminent Attacks via Analyzing Adversarial Smart Contracts by Hao Wu (18777114)

Replication package for Automated Extract Method Refactoring with Open-Source LLMs by Sivajeet Chand (21786839)

Genosophus: A Dynamical-Systems Diagnostic Engine for Neural Representation Analysis by Alan Glanz (22109698)

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

“…High-level programming languages such as Python and R are widely used in mass spectrometry data processing, where library searching is a standard step. …”

Investigating the far-right online: Using text data to understand online subcultures by L Brace (18374691)

“…While these analytical techniques are new, they are actually fairly easy for social researchers to implement due to the nature of contemporary high-level programming languages such as Python.…”

Mushroom Classification Using Support Vector Machines (SVM) Focusing on Cap Features. by Gabriel Minato (22462099)

“…The predictor variables were</p><p dir="ltr">20 pre-processed features of the mushroom cap, and the target variable was the mushroom's class</p><p dir="ltr">(edible 'e' or poisonous 'p'). The tools used were the Python programming language and its</p><p dir="ltr">libraries, primarily Scikit-learn to build and optimize the SVM classifier. …”

An Ecological Benchmark of Photo Editing Software: A Comparative Analysis of Local vs. Cloud Workflows by Pierre-Alexis DELAROCHE (22092572)

Deciphering pseudouridylation profiles and their biogenesis from deep sequencing data using psiFinder by zhirong chen (20863529)