ViPErLEED package I: Calculation of I(V) curves and structural optimization by Florian Kraushofer, Alexander M. Imre, Giada Franceschi, Tilman Kißlinger, Erik Rheinfrank, Michael Schmid, Ulrike Diebold, Lutz Hammer, Michele Riva

“…The software is implemented primarily in Python (version ≥3.7) and provided as an open-source package (GNU GPLv3 or any later version). …”
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Enhanced Bug Priority Prediction via Priority-Sensitive Long Short-Term Memory–Attention Mechanism by Geunseok Yang, Jinfeng Ji, Jaehee Kim

“…The effectiveness of the proposed model was evaluated using datasets from the Eclipse and Mozilla open-source projects. Compared to baseline models such as Naïve Bayes, Random Forest, Decision Tree, SVM, CNN, LSTM, and CNN-LSTM, the proposed model achieved a superior performance. …”
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Very Short-Term Blackout Prediction for Grid-Tied PV Systems Operating in Low Reliability Weak Electric Grids of Developing Countries by Benson H. Mbuya, Aleksandar Dimovski, Marco Merlo, Thomas Kivevele

“…A very short-term power outage prediction model framework based on a hybrid random forest (RF) algorithm was developed using open-source Python machine learning libraries and using a dataset generated from the pilot project’s experimental microgrid. …”
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Improving Thermospheric Density Predictions in Low‐Earth Orbit With Machine Learning by Giacomo Acciarini, Edward Brown, Tom Berger, Madhulika Guhathakurta, James Parr, Christopher Bridges, Atılım Güneş Baydin

“…As a result of this work, we introduce Karman: an open‐source Python software package developed during this study. …”
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Information extraction from historical well records using a large language model by Zhiwei Ma, Javier E. Santos, Greg Lackey, Hari Viswanathan, Daniel O’Malley

“…In this paper, we present an information extraction workflow based on open-source Llama 2 models and test it on a dataset of 160 well documents. …”
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The road to a sustainable energy system in the Guadeloupe archipelago: Challenges and opportunities by Mostafa Barani, Konstantin Löffler, Luka Garibashvili, Pedro Crespo del Granado

“…Leveraging an advanced open-source investment and dispatch tool, the Global Energy System Model (GENeSYS-MOD), these storylines are implemented to ascertain the least-cost, sustainable, and resilient energy transition for the Guadeloupe archipelago. …”
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RFSoC Modulation Classification With Streaming CNN: Data Set Generation & Quantized-Aware Training by Andrew Maclellan, Louise H. Crockett, Robert W. Stewart

“…We interface with the implemented hardware through the open-source PYNQ project, which combines Python with programmable logic interaction, enabling real-time modulation prediction via a PYNQ-enabled Jupyter app. …”
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High-Performance Multi-Object Tracking for Autonomous Driving in Urban Scenarios With Heterogeneous Embedded Boards by Alessio Medaglini, Biagio Peccerillo, Sandro Bartolini

“…Our code is made available as open-source. We compare our solution against a highly optimized multi-core version and show that we are able to trigger significant performance speedups (up to <inline-formula> <tex-math notation="LaTeX">$7.19\times $ </tex-math></inline-formula>) in all power-modes, sometimes even surpassing the CPU reference with the GPU in a lower-power operating mode.…”
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Polarity-JaM: an image analysis toolbox for cell polarity, junction and morphology quantification by Wolfgang Giese, Jan Philipp Albrecht, Olya Oppenheim, Emir Bora Akmeriç, Julia Kraxner, Deborah Schmidt, Kyle Harrington, Holger Gerhardt

“…Here we present Polarity-JaM, an open source package for reproducible exploratory image analysis that provides versatile methods for single cell segmentation, feature extraction and statistical analysis. …”
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Canine Descemet Stripping Endothelial Keratoplasty with a Tissue Insertion Device: Technique and Long-Term Outcome by Conan Y. Chen, Steven J. Solar, Daniel S. Lewis, Kali Barnes, Batya G. Wiener, Satya Baliga, Eric Chiang, Tim E. Askew, Allen O. Eghrari, Micki D. Armour

“…We describe a case of canine Descemet’s stripping endothelial keratoplasty (DSEK) using an open-source canine tissue delivery device. Case Presentation. …”
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Decoding substance use disorder severity from clinical notes using a large language model by Maria Mahbub, Gregory M. Dams, Sudarshan Srinivasan, Caitlin Rizy, Ioana Danciu, Jodie Trafton, Kathryn Knight

“…Through experimentation with Flan-T5, an open-source LLM, we demonstrate its superior recall compared to the rule-based approach. …”
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Maximising informativeness for target capture-based phylogenomics in Erica (Ericaceae) by Seth D. Musker, Nicolai M. Nürk, Michael D. Pirie

“…Overall, our results show the value of building a custom target set, and we provide a suite of open-source tools that can be used to replicate our approach in other groups (https://github.com/SethMusker/TargetVet).…”
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Open science 2.0: revolutionizing spatiotemporal data sharing and collaboration by Siqin Wang, Xiao Huang, Mengxi Zhang, Shuming Bao, Lingbo Liu, Xiaokang Fu, Ting Zhang, Yongze Song, Peter Kedron, John Wilson, Xinyue Ye, Chaowei Yang, Wendy Guan

“…The project focuses on developing an open-source infrastructure for data linkage, analysis, and collaboration. …”
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Exploring pattern-specific components associated with hand gestures through different sEMG measures by Yangyang Yuan, Jionghui Liu, Chenyun Dai, Xiao Liu, Bo Hu, Jiahao Fan

“…Our hypothesis was validated on an open source database. Ultimately, the combination of time- and frequency-domain features achieved the best performance in gesture classification tasks, with a maximum accuracy of 84.3%. …”
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Development of CNN-Based Semantic Segmentation Algorithm for Crop Classification of Korean Major Upland Crops Using NIA AI HUB by Dong-Wook Kim, Gyujin Jang, Hak-Jin Kim

“…This study developed a modified U-Net architecture for semantic segmentation, utilizing UAV-based high-resolution imagery in the open-source NIA AI HUB dataset. The dataset includes labeled RGB images of six winter crops&#x2014;white radish, cabbage, onion, garlic, broccoli, and carrot&#x2014;grown on Jeju Island, a key agricultural hub. …”
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Entropy Analysis of Carreau Nanofluid Flow in the Presence of Joule Heating and Viscous Dissipation Past Unsteady Stretching Cylinder by Eshetu Haile Gorfie, Gizachew Bayou Zegeye, Gurju Awgichew Zergaw

“…The shooting technique and an open‐source Python programming package are used to solve the initial value problems using the Runge–Kutta sixth‐order, and the numerical approach is validated using published articles. …”
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Fail-Safe Logic Design Strategies Within Modern FPGA Architectures by Priya A. Bhakta, Jim Plusquellic, Andrew Suchanek, Tom J. Mannos

“…The propagation of fault effects through FPGA primitives including lookup tables (LUTs) and programmable interconnect points (PIPs) is assessed within an FPGA architecture created using an open source tool, and validated using fault injection experiments on an FPGA. …”
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A framework for optimisation and techno-economic analysis of CO2 pressurisation strategies for pipeline transportation by Andreasen Anders, Bonto Maria, Montero Fernando

“…The presented framework is developed based on open-source components and information available in the public domain. …”
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Enhanced education on geology by 3D interactive virtual geological scenes by Yuan Fang, Yuxin Li, Lei Fan

“…We utilized Potree, a free open-source web-graphics-library-based point cloud renderer designed for large point clouds, to create our virtual environment. …”
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The Facial approximation of the controversial skull attributed to Wolfgang Amadeus Mozart (1756–1791) by Cicero Moraes, Jiří Šindelář, Michael E. Habicht, Luca Sineo, Thiago Beaini, Elena Varotto, Francesco Maria Galassi

“…This study, using a free, open-source, multiplatform software and the available published material, independently seeks to approximate the face of this skull and compare it with previous publications and portraits painted during the composer’s lifetime.…”
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