Numerical Investigation of Critical Velocity in Reduced Scale Tunnel Fire with Constant Heat Release Rate by Ruben Mouangue, Philippe M. Onguene, Justin T. Zaida, Henri P. F. Ekobena

“…The computation is performed successively with two types of fuels representing a large and a small heat release rate, owing to an open source CFD code called ISIS, which is specific to fires in confined and nonconfined environments. …”
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Prediction of Transverse Reinforcement of RC Columns Using Machine Learning Techniques by Congzhen Xiao, Baojuan Qiao, Jianhui Li, Zhiyong Yang, Jiannan Ding

“…After safety probability analysis, the trained XGBoost model is transformed into C code and integrated into seismic design software for productive practice. An open-source data-driven model to predict the transverse reinforcement ratio required for RC columns is provided worldwide, with the flexibility to account for additional experimental results.…”
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pyScrew4Mobility: Modul Python untuk Penentuan Mobilitas Manipulator Paralel Berbasis Teori Screw by Adriyan Adriyan

“…<p>This paper addresses the mobility determination of parallel manipulators (PMs) using screw theory with algebra methods on an open-source computer algebra package: Sympy (symbolic python). …”
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Simulating data breaches: Synthetic datasets for depicting personally identifiable information through scenario-based breachesMendeley DataMendeley Data by Abhishek Sharma, May Bantan

“…Also, it raises the question of how hackers can create a profile of an individual starting from one data leak and getting more details on individuals with the help of Open Source Intelligence (OSINT). Furthermore, there is a dilemma in utilizing data breach datasets dumped on the clear web or the dark web because of the sensitive nature of the information. …”
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BharatSim: An agent-based modelling framework for India. by Philip Cherian, Jayanta Kshirsagar, Bhavesh Neekhra, Gaurav Deshkar, Harshal Hayatnagarkar, Kshitij Kapoor, Chandrakant Kaski, Ganesh Kathar, Swapnil Khandekar, Saurabh Mookherjee, Praveen Ninawe, Riz Fernando Noronha, Pranjal Ranka, Vaibhhav Sinha, Tina Vinod, Chhaya Yadav, Debayan Gupta, Gautam I Menon

“…BharatSim is an open-source agent-based modelling framework for the Indian population. …”
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Linking fire behaviour and its ecological effects to plant traits, using FRaME in R by Philip Zylstra

“…Here, I introduce the Fire Research and Modelling Environment (FRaME) as the open‐source R package frame on GitHub. FRaME calculates the influence of plants on fire behaviour using a biophysical, mechanistic model of fire behaviour, building this into complex simulations. …”
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CohortDiagnostics: Phenotype evaluation across a network of observational data sources using population-level characterization. by Gowtham A Rao, Azza Shoaibi, Rupa Makadia, Jill Hardin, Joel Swerdel, James Weaver, Erica A Voss, Mitchell M Conover, Stephen Fortin, Anthony G Sena, Chris Knoll, Nigel Hughes, James P Gilbert, Clair Blacketer, Alan Andryc, Frank DeFalco, Anthony Molinaro, Jenna Reps, Martijn J Schuemie, Patrick B Ryan

“…<h4>Objective</h4>This paper introduces a novel framework for evaluating phenotype algorithms (PAs) using the open-source tool, Cohort Diagnostics.<h4>Materials and methods</h4>The method is based on several diagnostic criteria to evaluate a patient cohort returned by a PA. …”
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Optimization of Rendering Parameters of Cesium 3DTiles Model Based on Differential Evolution Algorithm by Doujun Zhang, Yong Wu, Youcong Ni, Tinghuang Zhang, Chenxiang Gao

“…Cesium is an open-source 3D virtual earth engine based on WebGL and one of the most widely used 3D GIS engines. …”
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Plantonome: A Cross-Platform Application for Precision Agriculture by Deroussi Anass, Ait Madi Abdessalam, Alihamidi Imam, Chabou Zakaria, Addaim Adnane

“…This paper presents Plantonome, an open-source application developed using the Flutter software development kit (SDK) and the Dart programming language. …”
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Scaling to new heights: methodological insights for uplifting research on grassroots digital innovation by Paolo Gerli, Fabio Neves da Rocha, Luca Mora

“…The Covid-19 pandemic has further evidenced the potential of grassroots actors as initiators of digital innovations, in the form of open-source applications, platform cooperatives, and other crowdsourced digital artifacts. …”
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The Octocoral Trait Database: a global database of trait information for octocoral species by D. Gómez-Gras, C. Linares, N. Viladrich, Y. Zentner, J. Grinyó, A. Gori, C. S. McFadden, K. E. Fabricius, J. S. Madin

“…To address this gap, we introduce the Octocoral Trait Database, a global, open-source database of curated trait data for octocorals. …”
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Effective Variational Data Assimilation in Air-Pollution Prediction by Rossella Arcucci, Christopher Pain, Yi-Ke Guo

“…To improve prediction for air flows and pollution transport, we propose a Variational Data Assimilation (VarDA) model which assimilates data from sensors into the open-source, finite-element, fluid dynamics model Fluidity. …”
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Refactoring Android Source Code Smells From Android Applications by Muhammad Fawad, Ghulam Rasool, Muhammad Bilal Riaz

“…When applied to six open-source and two industrial Android applications and evaluated against the ISO/IEC 25010 quality standard, our tool demonstrated considerable improvements: reducing CPU utilization by 15.39%, lowering memory consumption by 12.85%, and enhancing battery efficiency by up to 5.78%. …”
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Enhanced YOLOv8-based method for space debris detection using cross-scale feature fusion by Yang Guo, Xianlong Yin, Yao Xiao, Zhengxu Zhao, Xu Yang, Chenggang Dai

“…The study utilized a dataset comprising astronomical images captured by an open-source large-field-of-view optical telescope. The experimental results show that the detection accuracy and speed of the method are improved, and that they can meet the requirements of space debris detection in complex backgrounds.…”
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End-to-end 3D instance segmentation of synthetic data and embryo microscopy images with a 3D Mask R-CNN by Gabriel David, Emmanuel Faure

“…Our implementation is open source, ensuring reproducibility and facilitating further research in 3D deep learning.…”
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FI-NL2PY2SQL: Financial Industry NL2SQL Innovation Model Based on Python and Large Language Model by Xiaozheng Du, Shijing Hu, Feng Zhou, Cheng Wang, Binh Minh Nguyen

“…At the same time, considering the traceability characteristics of financial industry regulatory requirements, this paper uses the open-source big model DeepSeek. After testing on the BIRD dataset, compared with most NL2SQL models based on large language models, EX is at least 2.73% higher than the original method, F1 is at least 3.72 higher than the original method, and VES is 6.34% higher than the original method. …”
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FastContext: A tool for identification of adapters and other sequence patterns in next generation sequencing (NGS) data by E. Viesná, V. Fishman

“…Despite the simplicity of the algorithm, FastContext may be useful in read structure analysis and, as a result, can help better understand molecular processes that take place at different stages of NGS library preparation. The project is open-source software, distributed under GNU GPL v3, entirely written in the programming language Python, and based on well-maintained packages and commonly used data formats. …”
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Cross-Community Question Relevance Prediction for Stack Overflow and GitHub by Song Yu, Bugao Jiang, Danni Zhang, Zhifang Liao

“…As the open-source community has evolved, Stack Overflow (SO) has gained extensive usage. …”
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The Preventable Risk Integrated ModEl and Its Use to Estimate the Health Impact of Public Health Policy Scenarios by Peter Scarborough, Richard A. Harrington, Anja Mizdrak, Lijuan Marissa Zhou, Aiden Doherty

“…The structure and methods employed in the PRIME are described here in detail, including the development of open source code that will support a PRIME web application to be launched in 2015. …”
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Modular cone-and-plate device for mechanofluidic assays in Transwell inserts by Daniel Chavarria, Kissamy A. Georges, Brian J. O’Grady, Khalid K. Hassan, Ethan S. Lippmann, Ethan S. Lippmann, Ethan S. Lippmann, Ethan S. Lippmann, Ethan S. Lippmann, Ethan S. Lippmann

“…In this work, we present a cost effective and open-source modular cone-and-plate (MoCAP) device that incorporates shear stress in the popular Transwell® insert system. …”
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