Detection of Potentially Anomalous Cosmic Particle Tracks Acquired with CMOS Sensors: Validation of Rough k–Means Clustering with PCA Feature Extraction by Hachaj Tomasz, Piekarczyk Marcin, Wąs Jarosław

“…The results can be reproduced using our source code, which is published in an open repository.…”
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A kinematic dataset of locomotion with gait and sit-to-stand movements of young adults by Simon Hanisch, Loreen Pogrzeba, Evelyn Muschter, Shu-Chen Li, Thorsten Strufe

“…Along with the raw kinematic data, we provide the source code for phase segmentation and the processed data, which has been segmented into a total of 4672 individual motion repetitions. …”
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Domain Adaptation for Underwater Image Enhancement via Content and Style Separation by Yu-Wei Chen, Soo-Chang Pei

“…Experiment on various public real-world underwater benchmarks demonstrate that the proposed framework is capable to perform domain adaptation for underwater image enhancement and outperform various state-of-the-art underwater image enhancement algorithms in quantity and quality. The model and source code will be available at <uri>https://github.com/fordevoted/UIESS</uri>.…”
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Private Collaborative Edge Inference via Over-the-Air Computation by Selim F. Yilmaz, Burak Hasircioglu, Li Qiao, Deniz Gunduz

“…We also provide experimental results verifying the benefits of the proposed OAC approach to multi-user inference, and perform an ablation study to demonstrate the effectiveness of our design choices. We share the source code of the framework publicly on Github to facilitate further research and reproducibility.…”
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Feature selection for helpfulness prediction of online product reviews: An empirical study. by Jiahua Du, Jia Rong, Sandra Michalska, Hua Wang, Yanchun Zhang

“…Moreover, the issue of result comparability and reproducibility occurs due to frequent data and source code unavailability. This study addresses the gaps through the most comprehensive feature identification, evaluation, and selection. …”
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Graph-based method for constructing consensus trees by Torquet Elio, Jansson Jesper, Tahiri Nadia

“…Availability and implementation: The source code of PrimConsTree is freely available on GitHub at https://github.com/tahiri-lab/PrimConsTree.…”
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Machine learning for automated electrical penetration graph analysis of aphid feeding behavior: Accelerating research on insect-plant interactions. by Quang Dung Dinh, Daniel Kunk, Truong Son Hy, Vamsi Nalam, Phuong D Dao

“…This automated approach promises to accelerate research in this field significantly and broaden insights into insect-plant interactions, showcasing the power of computational techniques for insect biological research. The source code for all experiments conducted within this study is publicly available at https://github.com/HySonLab/ML4Insects.…”
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Integrating LLM-based code optimization with human-like exclusionary reasoning for computational education by Yi Rong, Tianfeng Du, Roubing Li, Wenting Bao

“…Abstract Large Language Models (LLMs) are increasingly deployed as intelligent tutors that not only generate but also refine source code for educational purposes. Yet existing end-to-end fine-tuning strategies compel models to transform every input, often introducing superfluous or even detrimental edits that undermine both software quality and pedagogical clarity. …”
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Deep Learning-Based Travel Time Estimation in Hiking with Consideration of Individual Walking Ability by Asako Mizuho, Tahara Yasuyuki, Ohsuga Akihiko, Sei Yuichi

“…Furthermore, HikingTTE demonstrated higher accuracy in predicting hiking arrival times than a deep learning model originally developed to estimate taxi arrival times. The source code of HikingTTE is available on github for future development of the travel time estimation task.…”
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Experiencing Numeric Relay, Fault Locator and a Novel Approach of Fault Location in Electrical Transmission and Distribution System using Smart Meter by Geeta Velhal, Avani Pujara, V Muralidhara, Shashikant Bakre, Vaishali Velhal

“…Proposed architecture consisting of numeric meter with JAVA Compilation Unit (JCU) and Ethernet switch standardized as per IEC 61850 is demonstrated. The Java source code to send indications to output port of Numeric Meter is included.…”
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Adaptive predator prey algorithm for many objective optimization by Nikunj Mashru, Kanak Kalita, Lenka Čepová, Pinank Patel, Arpita, Pradeep Jangir

“…Engineers and researchers can use MaOMPA as an effective reliable tool to address complex optimization scenarios in engineering design. The MaOMPA source code is available at https://github.com/kanak02/MaOMPA .…”
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Multi-anchor adaptive fusion and bi-focus attention for enhanced gait-based emotion recognition by Jincheng Li, Xuejing Dai, Ruiao Yan, Chengqing Tang, Yunpeng Li

“…By making the code and datasets openly accessible, we aim to facilitate further research and applications in this field. The source code is released on https://github.com/928319204ljc/MDT .…”
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A code for the 2D simulation of the steady-state fluid flow in porous blocks containing transmissive fractures by Fidelibus Corrado, Xu Chaoshui, Wang Zhihe, Dowd Peter

“…The proposed method has the additional benefit of reducing computational costs, which is particularly useful for cases with large-scale fracture networks embedded in a conductive rock matrix. The source code is available for downloading at the link: https://github.com/cx-adelaide/BEMFEM_FlowSim.…”
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Flexible and Scalable Particle‐in‐Cell Methods With Adaptive Mesh Refinement for Geodynamic Computations by Rene Gassmöller, Harsha Lokavarapu, Eric Heien, Elbridge Gerry Puckett, Wolfgang Bangerth

“…We provide a reference implementation in the Advanced Solver for Problems in Earth's ConvecTion (ASPECT), an open source code for geodynamic modeling built on the DEAL.II finite element library.…”
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DAI-TIRS: An AI-Powered Threat Intelligence and Response System for Securing the Metaverse by Mohini Sharma, Raghav Sandhane, Jaydeep Rajeshkumar Katariya

“…This research establishes DAI-TIRS as an advanced cybersecurity framework that has demonstrated its adaptability and effectiveness in countering AI-driven threats across multiple sectors. The source code for DAI-TIRS is available on GitHub: [https://github.com/sharmamohini762/DAI-TIRS-Code]…”
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Strategic priorities and challenges in research software funding: Results from an international survey [version 2; peer review: 2 approved, 1 approved with reservations, 1 not appr... by Daniel S. Katz, Eric A. Jensen

“…It spans a broad spectrum, including source code files, algorithms, scripts, computational workflows, and executables, all created for or during research. …”
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Bayesian Neural Networks With Robust Feature Interpretation for Enhanced Compressive Strength Prediction of Ultra‐High‐Performance Concrete by Tao Zhang, Ji Hao, Jie Zhang, Lina Du, Yunhao Zhang, Wenbin Jiao

“…The complete implementation and source code are openly available at https://github.com/sean‐jiao/UHPC‐prediction.…”
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BUSClean: Open-source software for breast ultrasound image pre-processing and knowledge extraction for medical AI. by Arianna Bunnell, Kailee Hung, John A Shepherd, Peter Sadowski

“…Adaptation of the lesion caliper detection method to account for a type of caliper specific to the case study demonstrates the intended use of BUSClean in new data distributions and improved performance in lesion caliper detection from 43.3% and 93.3% out-of-the-box to 92.1% and 92.3% sensitivity and specificity, respectively. Source code, example notebooks, and sample data are available at https://github.com/hawaii-ai/bus-cleaning.…”
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Fluid-Structure Interaction Analysis of Carotid Artery Blood Flow with Machine Learning Algorithm and OpenFOAM by Banu Körbahti, Murad Kucur

“…Here, the machine learning algorithm was created by the help of an open source code Phyton. Then, using trained values of machine learning, and the known systole and diastole blood pressures for a specific chosen patient, the patient-specific pulsatile velocity cycle was estimated. …”
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AAGP integrates physicochemical and compositional features for machine learning-based prediction of anti-aging peptides by Saptashwa Datta, Jen-Chieh Yu, Yi-Hsiang Lin, Yun-Chen Cheng, Ching-Tai Chen

“…Our feature importance analysis shows that physicochemical features are more crucial for the first dataset, whereas compositional features hold greater importance for the second. The source code of AAGP is available at https://github.com/saptawtf/AAGP .…”
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