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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Characterizing Software Stability via Change Propagation Simulation by Weifeng Pan, Haibo Jiang, Hua Ming, Chunlai Chai, Bi Chen, Hao Li

“…Our SS metric is validated theoretically using the widely accepted Weyuker’s properties and empirically using a set of open source Java software systems. The theoretical results show that our SS metric satisfies most of Weyuker’s properties with only two exceptions, and the empirical results show that our metric is an effective indicator for software quality improvement and class importance. …”
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STUDY ON SHOT MOTION CHARACTERISTICS IN PEENING PROCESS WITH HIGH-SPEED CAMERA AND PIV (MT) by FAN JunKai, SUN MingGe, ZHAO Wu, LIU Wei

“…In order to improve contrast, Photoshop was used to covert the collected photos into black-and-white binary images. The open source particle image velocimetry（PIV） software PIVLab was used to analyze these images, and the velocity field of shot flow was carefully calculated. …”
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Theory and Numerical Analysis of Extreme Learning Machine and Its Application for Different Degrees of Defect Recognition of Hoisting Wire Rope by Zhike Zhao, Xiaoguang Zhang

“…In order to verify the effect of the hidden layer nodes on the performance of ELM, an open-source machine learning database (University of California, Irvine (UCI)) is provided by the performance test data sets. …”
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An instruction dataset for extracting quantum cascade laser properties from scientific textDataverse by Deperias Kerre, Anne Laurent, Kenneth Maussang, Dickson Owuor

“…Availability of structured data of the QCL properties can support data mining activities that seek to understand the relationship between these properties, for instance between the design and performance features. The main open source of QCL data is in scientific text which in most cases is usually unstructured. …”
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A knowledge graph for crop diseases and pests in China by Rongen Yan, Ping An, Xianghao Meng, Yakun Li, Dongmei Li, Fu Xu, Depeng Dang

“…In the case studies presented in this research, we also show a versatile application of CropDP, namely a knowledge service system, and have released its codebase under an open-source license. The content of this paper provides a guide for users to build their own knowledge graphs, aiming to help them effectively reuse and extend the knowledge graphs they create.…”
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Extending OpenStack Monasca for Predictive Elasticity Control by Giacomo Lanciano, Filippo Galli, Tommaso Cucinotta, Davide Bacciu, Andrea Passarella

“…The implementation of our architecture is open-source.…”
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A numerical study on the wave loading on offshore structures of different cross-sectional geometries under the action of regular waves by Guilherme Fuhrmeister Vargas, Bruno Alvarez Scapin

“…The present work aims to identify how a variation in the geometry of the cross-section, along the wave climate, can modify the magnitude of the wave loadings experienced by the structure. The open-source computational code OpenFOAM v. 4.1 was applied in the considered cases, along with the OlaFlow extension, considering the application of a structured mesh, the VOF (Volume of Fluid) methodology for representing the free surface, and the turbulence modeling according to Reynolds averaged equations (RANS). …”
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Managing Risk in the Design of Modular Systems for an Autonomous Shuttle by Thomas H. Drage, Kieran Quirke-Brown, Lemar Haddad, Zhihui Lai, Kai Li Lim, Thomas Braunl

“…We present results of a risk assessment for our vehicle scenario and develop a flexible architecture that integrates safety features and optimises open-source software, facilitating research and operational functionality. …”
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Time‐Lagged Effects of Ionospheric Response to Severe Geomagnetic Storms on GNSS Kinematic Precise Point Positioning by Zhe Yang, Y. T. Jade Morton

“…Focusing on these two severe geomagnetic storms that occurred during solar cycle 24, the study employs an open‐source positioning software package, namely RTKLIB, to derive the PPP solutions. …”
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Usability Evaluation of a Digital Teleradiology Case Study Using the System Usability Scale in the WFDT Project by Anna BOEHM, Thomas LUX

“…In the project “Knowledge modules and case studies in the digital transformation” (Wissensbausteine und Fallstudien in der digitalen Transformation – WFDT), digital learning content is created in H5P and integrated into the Learning Management System (LMS) to be made available as Open Source Material. The teleradiology content is presented through case studies oriented towards case-based learning. …”
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Biomechanical models in the lower-limb exoskeletons development: a review by Vahid Firouzi, Andre Seyfarth, Seungmoon Song, Oskar von Stryk, Maziar Ahmad Sharbafi

“…In addition, increasing the availability of open source resources accelerates the advancement of the exoskeleton and biomechanical models. …”
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Syntalos: a software for precise synchronization of simultaneous multi-modal data acquisition and closed-loop interventions by Matthias Klumpp, Lee Embray, Filippo Heimburg, Ana Luiza Alves Dias, Justus Simon, Alexander Groh, Andreas Draguhn, Martin Both

“…Tailored solutions are mostly restricted to individual experimental setups and lack flexibility and interoperability. We present an open-source, Linux-based integrated software solution, called ‘Syntalos’, for simultaneous acquisition and synchronization of data from an arbitrary number of sources, including multi-channel electrophysiological recordings and different live imaging devices, as well as closed-loop, real-time interventions with different actuators. …”
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A cross‐project defect prediction method based on multi‐adaptation and nuclear norm by Qingan Huang, Le Ma, Siyu Jiang, Guobin Wu, Hengjie Song, Libiao Jiang, Chunyun Zheng

“…Finally, extensive experiments were conducted on 11 sizeable open‐source projects. The results indicate that the proposed method exceeds the state of the art under the widely used metrics.…”
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IKEChecker: grammar-guided stateful fuzzer for IKE protocol implementions by ZHENG Yonghui, ZHAO Dongliang, GU Chunxiang, ZHANG Xieli

“…Testing was conducted on two widely used open-source IKE protocol implementations, strongSwan and Libreswan, resulting in the revelation of 4 undisclosed vulnerabilities. …”
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qDATA - an R application implementing a practical framework for analyzing quantitative real-time PCR data by Adrian Ionascu, Alexandru Al. Ecovoiu, Mariana Carmen Chifiriuc, Attila Cristian Ratiu

“…Gene expression assays that are based on quantitative real-time PCR (qRT-PCR) method are still very popular, therefore, we developed qDATA, an open-source R-based bioinformatics application that offers a quick and intuitive analysis of raw cycle threshold (Ct) values. …”
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CIDFuzz: Fuzz testing for continuous integration by Jiaming Zhang, Zhanqi Cui, Xiang Chen, Huiwen Yang, Liwei Zheng, Jianbin Liu

“…Using the proposed methods, we implement CIDFuzz as a prototype tool, and experiments are conducted on four open‐source projects that use CI. Experimental results show that, compared with AFL and AFLGo, CIDFuzz can reduce the time costs of covering change points up to 39.59% and 41.64%, respectively. …”
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Enhancing Industrial Cybersecurity: Insights From Analyzing Threat Groups and Strategies in Operational Technology Environments by Mukund Bhole, Thilo Sauter, Wolfgang Kastner

“…Consequently, it highlights the need for increased vigilance in protecting OT environments, which can be done by using a variety of open-source threat intelligence platforms and databases, including Thai computer emergency response team (ThaiCERT), Malpedia by Fraunhofer-Institut für Kommunikation, Informationsverarbeitung und Ergonomie (Malpedia by FKIE), adversarial tactics, techniques, and common knowledge by massachusetts institute of technology research and engineering (MITRE ATT&CK), and Industrial Control Systems Cyber Emergency Response Team. …”
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Research on Network Resource Collection and Distribution Strategies in Big Data-Driven Multimedia Teaching by Jianping Han

“…Aiming at the performance defects of the open source computing framework Hadoop, this paper intends to establish a new computing model. …”
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