The geomorphometric atlas of Romania: an open-access database on landform classifications and morphometric variables by Andrei Ioniță, Mădălin Lungu, Marta Baleț, Andreea Todor

“…The data are available open-source for both interactive visualizations on the ArcGIS Online platform and for download on the Google Drive platform.…”
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Benchmarking Quantum Circuit Transformation With QKNOB Circuits by Sanjiang Li, Xiangzhen Zhou, Yuan Feng

“…Our construction algorithm and benchmarks are open-source.…”
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Untitled by Terrence A. Brooks

“…Argument User scripting is a product of the development of the open source browser, and individual developers who wish to change webpages. …”
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A Low-Cost Model Vehicle Testbed with Accurate Positioning for Autonomous Driving by Benjamin Vedder, Jonny Vinter, Magnus Jonsson

“…All software and Printed Circuit Boards (PCBs) for our testbed are available as open source to make customization and development possible. …”
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Air Transport versus High-Speed Rail: An Overview and Research Agenda by Xiaoqian Sun, Yu Zhang, Sebastian Wandelt

“…Among others, we see a need for the construction of an open-source dataset for large-scale multimodal transport systems, the comprehensive assessment of new emerging transport modes, and also taking into account the resilience of multimodal transport systems under disruption.…”
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Automated identification of bulk structures, two-dimensional materials, and interfaces using symmetry-based clustering by Thea Denell, Lauri Himanen, Markus Scheidgen, Claudia Draxl

“…The software implementation is provided in the open-source Python package, MatID, exploiting synergies with popular atomic-structure manipulation libraries and extending the accessibility of those libraries through the NOMAD platform.…”
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Geometry Optimisation of a Wave Energy Converter by Susana Costa, Jorge Ferreira, Nelson Martins

“…NEMOH and WEC-Sim (both open-source software packages) were used to evaluate the interaction between the structure and the imposed wave conditions. …”
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ParticleHolography.jl: Holographic particle measurement in Julia by Dai Nakai, Yohsuke Tanaka

“…ParticleHolography.jl is an open-source Julia package designed for particle measurements using in-line holography. …”
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Fusing multispectral information for retinal layer segmentation by Xiang He, Fuwang Wu, Kaixuan Hu, Lizhen Cui, Weiye Song, Yi Wan

“…Fusing MSI provides a novel approach to improving RLS accuracy, further demonstrating the importance of open-source MSI information in OCT devices.…”
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Improving Wind Speed Forecasting for Urban Air Mobility Using Coupled Simulations by Mounir Chrit, Marwa Majdi

“…Two models, namely, Open-Source Field Operation and Manipulation (OpenFOAM) software package and Weather Research and Forecasting (WRF) model, are used in the present study to simulate airflow over Downtown Oklahoma City, Oklahoma, United States. …”
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Evaluation and improvement of the vertical accuracy of the global open DEM under forest environment by Jiapeng Huang, Xiaozhu Yang

“…The study aims to use Goddard’s LiDAR, Hyperspectral & Thermal Imager (G-LiHT) as validation data to investigate the accuracy of L2A-level Products of the Global Ecosystem Dynamics Investigation (GEDI02_A) and six open-source DEMs in estimating understory terrain across six research areas. …”
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Prediction of the VIV Responses Based on the Numerical Solutions of Controlled Motion by Duanmu Yu, Chen Jianping, Chen Yizhong

“…A series of numerical simulations of a cylinder undergoing forced oscillations at a wide range of vibration amplitudes and frequencies were carried out, with the flow solver viv-FOAM-SJTU developed based on the open-source platform OpenFOAM. Complex demodulation analysis was conducted to quantify the spatial-temporal phase relationship between the forces and the displacement of the cylinder. …”
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A multi-source threat intelligence confidence value evaluation method based on machine learning by Hansheng LIU, Hongyu TANG, Mingxia BO, Jianfeng NIU, Tianbo LI, Lingxiao LI

“…During the collection process of multi-source threat intelligence,it is very hard for the intelligence center to make a scientific decision to massive intelligence because the data value density is low,the intelligence repeatabil-ity is high,and the ineffective time is very short,etc.Based on those problems,a new multi-source threat intelligence confidence value evaluation method was put forward based on machine learning.First of all,according to the STIX intelligence standard format,a multi-source intelligence data standardization process was designed.Secondly,ac-cording to the characteristic of data,14 characteristics were extracted from four dimensions of publishing time,source,intelligence content and blacklist matching degree to be the basis of determining the intelligence reliability.After getting the feature encoding,an intelligence confidence value evaluation model was designed based on deep neural network algorithm and Softmax classifier.Backward propagation algorithm was also used to minimize recon-struction error.Last but not least,according to the 2 000 open source marked sample data,k-ford cross-validation method was used to evaluate the model and get an average of 91.37% macro-P rate and 84.89% macro-R rate.It was a good reference for multi-source threat intelligence confidence evaluation.…”
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Deep phenotyping platform for microscopic plant-pathogen interactions by Stefanie Lück, Salim Bourras, Dimitar Douchkov

“…Additionally, BluVision’s open-source software supports the development of specific modules for various microscopic phenotypes, including high-throughput transfection assays for disease resistance-related genes.…”
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Virtual Scoping: lightweight and scalable TSN time synchronization accuracy measurement method by SUN Yinhan, SUN Zhigang, FU Wenwen, LI Wenchao, HUANG Rong

“…Finally, the V-Scope tool was implemented in the network control plane and deployed in a prototype system built on the OpenTSN open-source project for experimentation. The results demonstrate that V-Scope exhibits only nanosecond-level errors compared to measurements obtained from professional testing equipment. …”
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Lane-Changing Behavior Prediction Based on Game Theory and Deep Learning by Shuo Jia, Fei Hui, Cheng Wei, Xiangmo Zhao, Jianbei Liu

“…For the deep-learning component, long short-term memory and a convolutional neural network are used to extract and learn data features during the lane-changing process as well as combine the output of the game theory component to obtain the prediction result of whether the vehicle will change lanes. By using an open-source traffic dataset to train and verify the proposed model, the verification results show that the prediction accuracy can reach 94.56% within 0.4 s of lane-changing operation and that the model can achieve timely and accurate prediction of the lane-changing behavior of vehicles.…”
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Forest Ecological Diversity Change Prediction Discrete Dynamic Model by Jingxia Li, Aijun Zhou, Yongfeng Liao, Zixin Zhao, Xiaoli Mao, Shuoxin Zhang

“…This article studies and constructs the forest information system and constructs an open-source WebGIS (network geographic information system) scheme for the field of spatial information and supporting OGC (occupationally generated content). …”
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Deploying large language models for discourse studies: An exploration of automated analysis of media attitudes. by Qingyu Gao, Dezheng William Feng

“…The analysis was based on the framework proposed by Martin and White, which provides a structured approach for describing different aspects of media attitudes [1]. Meta's open-source Llama2 (13b) was used for automated attitude analysis and was quantised for deployment on personal computers. …”
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Strain Measuring of Composite Grid Using Digital Image Correlation by Chhoung Lim, Yeongseok Jeong, Suchart Limkantanyu, Minho Kwon

“…Hence, this paper uses an open-source DIC program called Ncorr that works in MATLAB to analyze deformations of six FRP grids from direct tensile tests by comparing their results to the results from a strain gauge. …”
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4D light sheet imaging, computational reconstruction, and cell tracking in mouse embryos by Martin H. Dominguez, Jonathon M. Muncie-Vasic, Benoit G. Bruneau

“…Our protocol describes imaging on a commercial LSFM instrument followed by computational analysis in discrete segments, using open-source software. Quantification of migration and morphodynamics is included.For complete details on the use and execution of this protocol, please refer to Dominguez et al.1 : Publisher’s note: Undertaking any experimental protocol requires adherence to local institutional guidelines for laboratory safety and ethics.…”
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