A Novel Framework for Interactive Visualization and Analysis of Hyperspectral Image Data by Johannes Jordan, Elli Angelopoulou, Andreas Maier

“…Our framework coined Gerbil is open source and highly modular, building on established methods and being easily extensible for application-specific needs. …”
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Computational aerodynamics of insect flight using volume penalization by Engels, Thomas, Truong, Hung, Farge, Marie, Kolomenskiy, Dmitry, Schneider, Kai

“…We present a brief historical overview, discuss numerical challenges and introduce the governing model equations. Two open source codes, one based on Fourier, the other based on wavelet representation, are succinctly presented and a mass-spring flexible wing model is described. …”
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ADAPTIVE VISION AI by V. Vodyanitskyi, V. Yuskovych-Zhukovska

“…The paper considers models that are trained on a high-performance computing cluster with GPU support. The developed open source software allows detection, tracking and recognition of blurry moving objects with the help of artificial intelligence that adapts to any video camera. …”
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High-resolution gridded dataset of China’s offshore wind potential and costs under technical change by Kangxin An, Wenjia Cai, Xi Lu, Can Wang

“…Abstract Assessing the dynamics of offshore wind potential and costs is essential for low-carbon energy policy decision-making and energy modeling, but no open-source, spatial explicit and technologically detailed dataset is available. …”
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Performance Deterioration of Pitot Tubes Caused by In-Flight Ice Accretion: A Numerical Investigation by Hao Zhang, Rui Zhao, Chih-Yung Wen

“…In-flight ice accretion on typical pitot-static systems is numerically investigated to reveal their performance deterioration under both rime and glaze icing. Coupled with the open source computational fluid dynamics (CFD) platform, OpenFOAM, the numerical strategy integrates the airflow determination by the Reynolds-averaged Navier-Stokes equations, droplet collection evaluation by Eulerian representation, and ice accumulation by mass and energy conservation. …”
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Medical Image Encryption and Decryption Based on DNA: A Survey by Saja Theab Ahmed, Dalal Abdulmohsin Hammood, Raad Farhood Chisab, Nurulisma Binti Hj. Ismail

“…These approaches use open-source networks to send digital medical images. …”
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A Semantic Segmentation Method for Remote Sensing Images Based on an Improved TransDeepLab Model by Jinxin Wang, Manman Wang, Kaiwei Cong, Zilong Qin

“…These enhancements allow the model to fully utilize multi-level semantic information and small target details in high-resolution remote sensing images, thereby effectively improving the segmentation accuracy of target objects. Using the open-source LoveDA large remote sensing image datasets for the validation experiment, the results show that compared to the original model, the improved model’s MIOU increased by 2.68%, aACC by 3.41%, and mACC by 4.65%. …”
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The time variable in the Territorial Digital Twin: The case of Guadalajara (Spain) by Juan Luis Bermúdez González, Enrique Castaño Perea, Enrique José Fernández Tapia

“…As a result, the changes produced in the urban planning of the city are analysed and shown on the open-source website developed for the consultation of Territorial Digital Twin by all the stakeholders (collectivity, public bodies, university, investigation bodies, etc).…”
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Change Detection and Feature Extraction of Debris-Flow Initiation by Rock-Slope Failure Using Point Cloud Processing by Xiaoying He, Zeqing Yu, John M. Kemeny, Ann Youberg, Yunkun Wang

“…Topographic changes were detected by comparing historical LiDAR scanning data of this area since 2005 by adopting open-source CloudCompare software. The results showed persistent scour and erosion in the debris flows after 2006. …”
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BESS-Set: A Dataset for Cybersecurity Monitoring in a Battery Energy Storage System by Giovanni Battista Gaggero, Alessandro Armellin, Giulio Ferro, Michela Robba, Paola Girdinio, Mario Marchese

“…This paper addresses this need by presenting BESS-Set, an open-source dataset for cybersecurity analysis of a Battery Energy Storage System (BESS).…”
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MagNet: Automated Magnetic Mineral Grain Morphometry Using Convolutional Neural Network by Zhaowen Pei, Liao Chang, Pengfei Xue, Richard J. Harrison

“…This framework, based on a convolutional neural network, performs well in the recognition and classification of magnetofossil nanoparticles in transmission electron microscopy images after training and testing. MagNet is open‐source and can easily be extended to process different types of mineral images. …”
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Numerical Modeling of the Fluid Flow in Continuous Casting Tundish with Different Control Devices by Zhu He, Kun Zhou, Shuang Liu, Wei Xiong, Baokuan Li

“…Numerical simulations were conducted to study the melt flow under the influence of control devices in a T-type two-strand bloom caster tundish via the open source Computational Fluid Dynamics software OpenFOAM. …”
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Analytical, Dynamic, and Interactive Platform for Generation and Managing Predictive Models Focused on Energy Sector by Inés Romero, Alberto Ochoa-Zezzati

“…It is built in a modular way with free and open-source software. The results in the energy sector show that it allows focusing on priority activities avoiding rework, ensures reliability and completeness, is scalable, avoids duplication, allows resources to be shared, responds quickly to hypotheses, and has a global and summarized view of relevant data according to the interested party for different periods of time in an agile way, reducing times and offering support to the decision maker.…”
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Effect of Pore-Scale Mineral Spatial Heterogeneity on Chemically Induced Alterations of Fractured Rock: A Lattice Boltzmann Study by Hossein Fazeli, Ravi Patel, Helge Hellevang

“…The previously developed LBM transport solver coupled with IPHREEQC in open-source Yantra has been extended for simulating advective-diffusive reactive transport. …”
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Evolution of Traffic Microsimulation and Its Use for Modeling Connected and Automated Vehicles by Narayana Raju, Haneen Farah

“…Initially, the paper focuses on understanding the evolution of traffic microsimulation and on examining the various commercial and open-source simulation platforms available and their importance in traffic microsimulation studies. …”
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EVLearn: extending the cityLearn framework with electric vehicle simulation by Tiago Fonseca, Luis Lino Ferreira, Bernardo Cabral, Ricardo Severino, Kingsley Nweye, Dipanjan Ghose, Zoltan Nagy

“…Addressing this gap, first we introduce the EVLearn, an open-source extension for the existing CityLearn simulation framework. …”
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An Overview of Extensive Analysis of 3D Printing Applications in the Manufacturing Sector by M. Jayakrishna, M. Vijay, Baseem Khan

“…Additive manufacturing (AM) technology is being used for extensive customization and production of all types of open-source designs in farming, medical, automotive, locomotive, aerospace, and construction industries. …”
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The Safeguard of Audio Collections: A Computer Science Based Approach to Quality Control—The Case of the Sound Archive of the Arena di Verona by Federica Bressan, Antonio Rodà, Sergio Canazza, Federico Fontana, Roberta Bertani

“…On the scientific side, the most significant objectives achieved by the project are (i) the setup of a working environment inside the archive, (ii) the knowledge transfer to the archival personnel, (iii) the realization of chemical analyses on magnetic tapes in collaboration with experts in the fields of materials science and chemistry, and (iv) the development of original open-source software tools. On the cultural side, the recovery, the safeguard, and the access to unique copies of unpublished live recordings of artists the calibre of Domingo and Pavarotti are of great musicological and economical value.…”
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ChirpArray: A low‐cost, easy‐to‐construct microphone array for long‐term ecoacoustic monitoring by Ryotaro Okamoto, Hiroyuki Oguma

“…Unlike previous microphone arrays, ChirpArray is low‐cost, low‐power and waterproof, making it ideal for extended‐field monitoring. It is a fully open source and is constructed from readily available materials, ensuring broad accessibility for applications ranging from local citizen projects to large‐scale landscape recordings. …”
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DATA ACQUISITION FOR DIGITISATION IN THE PARAFFIN CANDLE PRODUCTION PROCESS by Giedrius Blažiūnas

“…The database acts as a storage location for the gathered information, which can then be utilised to analyse and improve the manufacturing process. Python and the open-source package Streamlit were used to provide a user-friendly interface for operators. …”
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