Synthetic graphs for link prediction benchmarking by Alexey Vlaskin, Eduardo G Altmann

“…Our findings underline the need for careful consideration of graph structure when selecting a link prediction method and emphasize the value of comparing performance against synthetic benchmarks. We provide open-source code for generating these synthetic graphs, enabling further research on link prediction methods.…”
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Impact of facial tattoos and paintings on face recognition systems by Mathias Ibsen, Christian Rathgeb, Thomas Fink, Pawel Drozdowski, Christoph Busch

“…The impact on these modules was evaluated using state‐of‐the‐art open‐source and commercial systems. The obtained results show that facial tattoos and paintings affect all the tested modules, especially for images where a large area of the face is covered with tattoos or paintings. …”
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A high-resolution three-year dataset supporting rooftop photovoltaics (PV) generation analytics by Zinan Lin, Qi Zhou, Zhe Wang, Ce Wang, Davis Boyd Bookhart, Marcus Leung-Shea

“…Abstract This paper presents an open-source dataset intended to enhance the analysis and optimization of photovoltaic (PV) power generation in urban environments, serving as a valuable resource for various applications in solar energy research and development. …”
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Humatch - fast, gene-specific joint humanisation of antibody heavy and light chains by Lewis Chinery, Jeliazko R. Jeliazkov, Charlotte M. Deane

“…Humatch’s training data and source code are provided open-source.…”
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Towards evaluating and building versatile large language models for medicine by Chaoyi Wu, Pengcheng Qiu, Jinxin Liu, Hongfei Gu, Na Li, Ya Zhang, Yanfeng Wang, Weidi Xie

“…To demonstrate the dataset’s utility, we conducted a proof-of-concept experiment by performing instruction tuning on a lightweight, open-source medical language model. The resulting model, MMedIns-Llama 3, significantly outperformed existing models on various clinical tasks. …”
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Optimal Control of Heat Equation by Coupling FVM and FEM Codes by Samuele Baldini, Giacomo Barbi, Antonio Cervone, Federico Giangolini, Sandro Manservisi, Lucia Sirotti

“…This coupling is facilitated through the open-source MED and MEDCoupling libraries of the SALOME platform. …”
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Large-Eddy Simulation of the Flow Past a Circular Cylinder at Re = 130,000: Effects of Numerical Platforms and Single- and Double-Precision Arithmetic by Dmitry A. Lysenko

“…Numerical simulations of sub-critical flow past a circular cylinder at Reynolds number <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mrow><mi mathvariant="normal">R</mi><mi mathvariant="normal">e</mi></mrow></mrow></semantics></math></inline-formula> = 130,000 are performed using two numerical platforms: the commercial, Ansys Fluent, and the open-source, OpenFOAM (finite volume method and large-eddy simulation based on a differential equation for the sub-grid kinetic energy). …”
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برامج التعرف الضوئى على الحروف العربیة : دراسة تقییمیة مقارنة لأغراض استرجاع المعلومات by د. عادل نبیل على

“…The study depended on the evaluationmethodology using a data collection tool: a checklistThe study found that there is a rar of Arabic OCR software which isdivided into commercial, open source and free on the Internet. and the studyshow that only one program reached the accuracy rate (100%) in the recognitionof Arabic texts, ((Google Drive OCR), and the number of (4) programs reached arate of accuracy (90%) in the recognition of Arabic textsThe study recommended that Arab information institutions should developsoftware to recognize Arabic characters with high accuracy, and that scientificresearch bodies and research centers provide budgets for the development ofOCR techniques and Scientific research provide budgets for the development ofarabic OCR techniques…”
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Feature selection and data‐driven model for predicting the remaining useful life of lithium‐ion batteries by Yuhao Zhang, Yunfei Han, Tao Cai, Jia Xie, Shijie Cheng

“…The validity of this method is verified using the open‐source MIT battery dataset. Comparisons with models reported in the literature demonstrate that this method is generalisable and ensures accuracy across a wider range of predictions.…”
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Multivehicle Cooperative Lane Change Control Strategy for Intelligent Connected Vehicle by Jie Ni, Jingwen Han, Fei Dong

“…Finally, based on the US NGSIM open-source traffic flow database, the accuracy and feasibility of the proposed strategy are verified.…”
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A Time-Aware CNN-Based Personalized Recommender System by Dan Yang, Jing Zhang, Sifeng Wang, XueDong Zhang

“…Moreover, we use Tensorflow distributed open source framework to implement the proposed time-aware CNN-based recommendation algorithm which can effectively solve the problems of large data volume, large model, and slow speed of recommender system. …”
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Software-Defined Radio FPGA Cores: Building towards a Domain-Specific Language by Lekhobola Tsoeunyane, Simon Winberg, Michael Inggs

“…This paper reports on the design and implementation of an open-source library of parameterizable and reusable Hardware Description Language (HDL) Intellectual Property (IP) cores designed for the development of Software-Defined Radio (SDR) applications that are deployed on FPGA-based reconfigurable computing platforms. …”
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Analysis of Bone Density and Bone Morphometry by Periapical Radiographs in Dental Implant Osseointegration Process by Ratih Trikusumadewi Lubis, Azhari Azhari, Farina Pramanik

“…Additionally, each ROI was analyzed for bone density and morphometry using the open-source ImageJ software with the BoneJ plugin. The significant difference was evaluated by analysis of variance (F-test) with p<0.05 and nonparametric Kruskal–Wallis test with p<0.05. …”
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Numerical Analysis of Turbulent Combustion in a Model Swirl Gas Turbine Combustor by Ali Cemal Benim, Sohail Iqbal, Franz Joos, Alexander Wiedermann

“…This model is implemented in the open source CFD code OpenFOAM, which has been used as the basis for the present investigation. …”
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Design and Implementation of a VoIP Broadcasting Service over Embedded Systems in a Heterogeneous Network Environment by Jenq-Shiou Leu, Wei-Hsiang Lin, Wen-Bin Hsieh, Chien-Chih Lo

“…In this paper, we present the implementation of a VoIP broadcasting service on the open source—Linphone—in a heterogeneous network environment, including WiFi, 3G, and LAN networks. …”
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Three-Dimensional Location and Mapping Analysis in Mobile Robotics Based on Visual SLAM Methods by Gustavo A. Acosta-Amaya, Juan M. Cadavid-Jimenez, Jovani A. Jimenez-Builes

“…This article presents a study of some of the most representative open source visual SLAM (vSLAM) methods, beginning from an analysis of their characteristics and presenting criteria selection for an experimental design that allows contrasting their advantages and disadvantages. …”
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Adversarial detection based on feature invariant in license plate recognition systems by ZHU Xiaoyu, TANG Peng, ZHANG Haochen, QIU Weidong, HUANG Zheng

“…The detection system was deployed into widely used open-source license plate recognition systems, HyperLPR and EasyPR, and extensive experiments were conducted using the real dataset CCPD. …”
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A Digital Twin Framework to Improve Urban Sustainability and Resiliency: The Case Study of Venice by Lorenzo Villani, Luca Gugliermetti, Maria Antonia Barucco, Federico Cinquepalmi

“…Three different axes are proposed, aggregating the key features in a list of fields of intervention for each axis. The Venice open-source database is then analysed to consider the data already available for the city. …”
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Quantitative evaluation of intensity fidelity of super-resolution reconstruction for structured illumination microscopy by Yujun Tang, Linbo Wang, Gang Wen, Hui Li

“…With the proposed metric, we systematically investigated the impact of the key factors on the intensity fidelity in the standard Wiener-SIM reconstructions with simulated data, then evaluated the intensity fidelity of the SR images reconstructed by representative open-source packages. Our work provides a reference for SR-SIM image intensity fidelity improvement.…”
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NETWORK VIRTUALIZATION PERFORMANCE ANALYSIS ON OPENSTACK CLOUD COMPUTING INFRASTRUCTURES by Võ Nhân Văn, Lê Minh Chí, Nguyễn Quốc Long, Lê Đắc Nhường

“…Moreover, Cloud computing also can assist users to balance, share, and manage IT resources among customers to get better performance of compute and storage. OpenStack, a new open source cloud computing framework which was a built-in modular architecture and focused on IaaS. …”
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