Walltimes for the contact-frequency data for the MD datasets used in S2 Fig on a desktop computer, Intel Core i7-6700K CPU @ 4.00GHz, with 8 cores and 64GB RAM. by Guillermo Pérez-Hernández (21156182)

A Fully Configurable Open-Source Software-Defined Digital Quantized Spiking Neural Core Architecture by Nagarajan Kandasamy (8400168)

Intersection and distinction of essential compounds and targets from 5 primary sources. by Gyaltsen Dakpa (21439920)

Real-Time Optical Imaging Acquisition and Processing in Python: A Practical Guide Using CAS: Code Repository by Michael Hughes (8821646)

“…CAS includes a hardware abstraction layer for cameras, a ready-made GUI which can easily be customised, as well as an approach to using multiple CPU cores. By providing an open-source and flexible Python-based solution, CAS can support research teams to more quickly develop real-time imaging systems.…”

Performance. by Sophie Theis (4126453)

Siddhanta Kosha: A Curated JSON Dataset of 162 Core Ayurvedic Principles by Sparsh Varshney (22529741)

“…<p dir="ltr">The Siddhanta Kosha is a curated, open-source JSON dataset of 162 core foundational principles (Siddhantas) of Ayurveda.…”

The format of the electrode csv file by Joseph James Tharayil (21416715)

“…To enable efficient calculation of extracellular signals from large neural network simulations, we have developed <i>BlueRecording</i>, a pipeline consisting of standalone Python code, along with extensions to the Neurodamus simulation control application, the CoreNEURON computation engine, and the SONATA data format, to permit online calculation of such signals. …”

The format of the simulation reports by Joseph James Tharayil (21416715)

“…To enable efficient calculation of extracellular signals from large neural network simulations, we have developed <i>BlueRecording</i>, a pipeline consisting of standalone Python code, along with extensions to the Neurodamus simulation control application, the CoreNEURON computation engine, and the SONATA data format, to permit online calculation of such signals. …”

Comparison of BlueRecording with existing tools by Joseph James Tharayil (21416715)

“…To enable efficient calculation of extracellular signals from large neural network simulations, we have developed <i>BlueRecording</i>, a pipeline consisting of standalone Python code, along with extensions to the Neurodamus simulation control application, the CoreNEURON computation engine, and the SONATA data format, to permit online calculation of such signals. …”

The format of the weights file by Joseph James Tharayil (21416715)

“…To enable efficient calculation of extracellular signals from large neural network simulations, we have developed <i>BlueRecording</i>, a pipeline consisting of standalone Python code, along with extensions to the Neurodamus simulation control application, the CoreNEURON computation engine, and the SONATA data format, to permit online calculation of such signals. …”

Discovery of a Latent Entropy-Based Physiologic State Variable Governing Multisystem Instability in Critical Illness by Jordan Rabbani (22800074)

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

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. …”

Code for AOP-DB v3 by Brandy Wilkinson (20827586)

“…This version refactors existing scripts into Python, utilizing <b>SQLAlchemy's Object-Relational Mapping (ORM)</b> and the <b>CORE framework</b> for efficient database management and interaction.…”

SPIDER - Synthetic Person Information Dataset for Entity Resolution by Praveen Chinnappa (20835779)

“…Using Python Faker library, 40,000 unique, synthetic person records are created. …”

Auxiliary and validation data for SAGEA-fluid by Weihang Zhang (17626761)

“…Building upon the core framework and data post-processing capabilities of SAGEA, SAGEA-fluid supports the integration of multi-source surface fluid datasets for geophysical effect estimation. …”

Dataset for the Modeling and Bibliometric Analysis of E-business in Entrepreneurship (1997–2024) by Aggie Moses Zeuse (21460466)

“…These include a summary of Main Information (PNG), a graph of the Annual Scientific Production (PNG), a Thematic Map (PNG) illustrating core research themes, and an analysis of Trend Topics (PNG). …”

Table 1_Large language models prompt engineering as a method for embodied cognitive linguistic representation: a case study of political metaphors in Trump’s discourse.docx by Haohan Meng (21600188)

“…<p>Embodied-Cognitive Linguistics inherits and further develops the core concepts of Cognitive Linguistics, maintaining a focus on embodied cognition and conceptual metaphors. …”

DCPR_V1.0 by xiao han (21405770)

“…</p><p dir="ltr"><b>Supplementary File 2</b>: Prior knowledge obtained from the Circadian Gene Database (CGDB) and related analysis of core clock genes from mouse liver.</p><p dir="ltr"><b>Supplementary File 3</b>: Comparative analysis of differential rhythmic patterns in core clock genes between normal and Alzheimer's disease conditions across three brain region datasets (Entorhinal Cortex (EC), Hippocampus (HIP), and Frontal Cortex (FC)).…”

Pteredactyl: Patient Clinical Free-Text Redaction Software by Matt Stammers (14037525)

“…This setup, which allows simultaneous production API deployment using Gradio, is remarkably efficient and can operate on a single CPU core.</p><h3>Methods:</h3><p dir="ltr">We evaluated three open-source models from Huggingface: Stanford Base De-Identifier, Deberta PII, and Nikhilrk De-Identify using our Clinical_PII_Redaction_Test dataset. …”