TQA Accuracy Comparison Chart on different LLM. by Jin Lu (428513)

“…<div><p>This paper presents a novel approach to enhancing educational question-answering (Q&A) systems by combining Retrieval-Augmented Generation (RAG) with Large Language Model (LLM) Code Interpreters. …”

ScienceQA experimental results. by Jin Lu (428513)

“…<div><p>This paper presents a novel approach to enhancing educational question-answering (Q&A) systems by combining Retrieval-Augmented Generation (RAG) with Large Language Model (LLM) Code Interpreters. …”

Code interpreter with LLM. by Jin Lu (428513)

“…<div><p>This paper presents a novel approach to enhancing educational question-answering (Q&A) systems by combining Retrieval-Augmented Generation (RAG) with Large Language Model (LLM) Code Interpreters. …”

Presentation 1_De-embedding a pair of dipoles to calibrate the mutual impedance plasma density diagnostic.pdf by M. C. Paliwoda (21024197)

“…The measured S-parameters are simulated in the python package scikit-rf to de-embed the dipoles. …”

After 10,000 steps, an individual is randomly selected to change its strategy to cheating, a methodology adapted from previous works [15]. by Adam Lee Miles (14123916)

Scope of our collection of pathogen models of metabolism. by Emma M. Glass (13102872)

ThermoPred: AI-Enhanced Quantum Chemistry Data Set and ML Toolkit for Thermochemical Properties of API-Like Compounds and Their Degradants by Diullio P. Santos (22770713)

“…In this work, we present an open-access quantum-chemistry database of more than 14,500 API-like molecules and their degradation products, all optimized at the M06-2<i>X</i>/6-31G(d) compound model. …”

Efficient, Hierarchical, and Object-Oriented Electronic Structure Interfaces for Direct Nonadiabatic Dynamics Simulations by Sascha Mausenberger (22225772)

“…We present a novel, flexible framework for electronic structure interfaces designed for nonadiabatic dynamics simulations, implemented in Python 3 using concepts of object-oriented programming. …”

Workflow for the production of mABs from patient-derived individual B-cells. by Malwina Kotowicz (21638144)

Methodological Approach Based on Structural Parameters, Vibrational Frequencies, and MMFF94 Bond Charge Increments for Platinum-Based Compounds by Gloria Castañeda-Valencia (20758502)

“…The developed bci optimization tool, based on MMFF94, was implemented using a Python code made available at https://github.com/molmodcs/bci_solver. …”

Void-Center Galaxies and the Gravity of Probability Framework: Pre-DESI Consistency with VGS 12 and NGC 6789 by Jordan Waters (21620558)

“…</p><p><br></p><p dir="ltr"><b>A public Python repository</b> accompanies this work, providing a reproducible testbed for comparing ΛCDM expectations with Gravity of Probability (GoP) “core-four aware” predictions in void galaxies. …”

Executable Books in Robotics by Murilo Marinho (21508857)

“…Students and researchers alike are expected to implement traditional and new methods quickly while being knowledgeable in theoretical aspects. In this work, to showcase the results of the Open Research Fellowship 24-25 in the field of Robotics, I show one way to help bridge the theory-practice gap creating a fully open CC BY-NC-SA 4.0 licensed executable textbook in Python, based on Jupyter notebooks. …”

Explained variance ration of the PCA algorithm. by Abeer Aljohani (18497914)

“…The efficiency and accuracy of the proposed method is presented in details. All our simulation is performed in computation softwares, Matlab and Python. …”

A Structured Attempt at a Polynomial-Time Solution to the Subset Sum Problem and Its Implications for P vs NP by MInakshi Aggarwal (21677633)

“…<p dir="ltr">This work presents an original, structured polynomial-time algorithm to solve the NP-complete Subset Sum problem. …”

Annotating and Visualizing a Database of Analytical Methods by E. Tyler Carr (20977565)

“…This includes how LaTeX is used with Python to programmatically generate formatted PDFs that contain information about non-open access documents from data queried from PubMed; constructing a matrix hierarchy; and the preliminary work for the EPA's Chemical Function Taxonomy (ChemFuncT). …”

<b>Alpha-Synuclein Degradome Foundation Atlas</b> by Axel Petzold (7076261)

“…</p><p dir="ltr">Whether your work involves biomarker development, precision neurology, or machine learning, this dataset provides structured, labelled inputs that are ideal for:</p><ul><li>Training supervised models to detect or predict cleavage sites</li><li>Feature extraction from protein sequences</li><li>Clustering or classification of fragment types by mutation or disease context</li><li>Integrating with omics data for multimodal prediction tasks</li></ul><p dir="ltr">Dataset Features:</p><ul><li>Annotated α-synuclein proteolytic fragments</li><li>Includes wild-type and clinically relevant variants</li><li>Tab-delimited ASCII format for compatibility with Python, R, and ML frameworks</li><li>Linked SAS and Python scripts for pipeline reproducibility and updates</li><li>Ready-to-use for computational modelling, AI training, and bioinformatics workflows</li></ul><p dir="ltr">The dataset was generated using a reproducible codes involving Python, BLAST, and SAS. …”

Predictive Analysis of Mushroom Toxicity Based Exclusively on Their Natural Habitat. by Enrico Bertozzi (22461709)

“…<br><br>Methods<br><br>This work is a quantitative and experimental study of supervised classification. …”

Attention and Cognitive Workload by Rui Varandas (11900993)

“…The N-Back task is a working memory task where participants are presented with a sequence of stimuli and are required to indicate when the current stimulus matched the one from 'n' steps earlier in the sequence, with 'n' varying across different levels. …”

Endothelial cells stably infected with recombinant Kaposi’s sarcoma-associated herpesvirus display distinct viscoelastic and morphological properties by Majahonkhe Shabangu (17340538)

“…<p dir="ltr">Data and code supporting work presented in article.</p><p dir="ltr">File: 01_preprocessing_macro.ijm</p><p dir="ltr">Description: A simplified macro outlining time-lapse image pre-processing prior to mitochondria-tracking analysis in TrackMate (Image J). …”

Data for "A multi-objective platform for autonomous property targeting and optimization of colloidal lead halide perovskite quantum dots" by Neal Munyebvu (19690954)

“…This work presents an accessible, automated, and data-driven platform for CQD discovery and optimization (both for single and multiple objectives), highlighting the promise of widespread integration of AI-guided strategies into CQD R&D.…”