Wood Species Classification in Open Set Using an Improved NNO Classifier by Ke-Xin Zhang, Peng Zhao

“…A wood species classification scheme was developed based on open set using an improved Nearest Non-Outlier (NNO) classifier. …”
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Clc-db: an open-source online database of chiral ligands and catalysts by Gufeng Yu, Kaiwen Yu, Xi Wang, Chenxi Zhang, Yicong Luo, Xiaohong Huo, Yang Yang

“…To address these issues, we present the Chiral Ligand and Catalyst Database (CLC-DB), the first open-source, comprehensive database specifically designed for chiral ligands and catalysts. …”
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Open challenges and opportunities in federated foundation models towards biomedical healthcare by Xingyu Li, Lu Peng, Yu-Ping Wang, Weihua Zhang

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Study on the Delayed-opening of Vacuum Pump in the Vacuum Pre-cooling Process

“…ince VCE-15 vacuum pre-cooling machine can be influenced by the air conditions in the vacuum chamber,the opening-time of vacuum is delayed,resulting in the prolonging of cooling period.Based on the cooling load,the computational formula for delayed-opening time was deduced,and verified by the experimental results.It is shown that,the delayed-opening time is usually less than 5 minutes,prolongs with the increase of temperature,relative humidity or no load ratio in the vacuum chamber,and shortens with the inc...…”
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OpenForest: a data catalog for machine learning in forest monitoring by Arthur Ouaknine, Teja Kattenborn, Etienne Laliberté, David Rolnick

“…These datasets are grouped in OpenForest, a dynamic catalog open to contributions that strives to reference all available open-access forest datasets. …”
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Open-Source Software for Building-Integrated Photovoltaic Tiling for Novelty Architecture by Alexander W. H. Chin, Koami Soulemane Hayibo, Joshua M. Pearce

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Exploring why and how commercial organizations contribute to OpenStreetMap by Héctor Ochoa-Ortiz, Barbara Re

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Database Systems in the Big Data Era: Architectures, Performance, and Open Challenges by Elias Dritsas, Maria Trigka

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Multiobjective Parallel Algorithms for Solving Biobjective Open Shop Scheduling Problem by Seyed Hassan Shams Lahroudi, Farzaneh Mahalleh, Seyedsaeid Mirkamali

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Axial compression performance of partially encased concrete columns with web opening by Jiongfeng Liang, Yunchen Wang, Wanjie Zou, Caisen Wang, Wei Li

“…Abstract The objective of this study is to comprehensively assess the behavior of partially encased concrete (PEC) columns with web openings under axial compression. The primary objectives of this study are to analyze damage patterns and investigate the influence of key parameters, such as concrete strength, opening rate, and opening shape, on the ductility index and ultimate load-carrying capacity. …”
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BEATRIX: An open source humanoid head platform for robotics teaching and research by Gorkem Anil Al, Nicholas Hedworth, Douglas Tilley, Samer Ahmed, Richmond Afeawo, Uriel Martinez-Hernandez

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SPACe: an open-source, single-cell analysis of Cell Painting data by Fabio Stossi, Pankaj K. Singh, Michela Marini, Kazem Safari, Adam T. Szafran, Alejandra Rivera Tostado, Christopher D. Candler, Maureen G. Mancini, Elina A. Mosa, Michael J. Bolt, Demetrio Labate, Michael A. Mancini

“…To efficiently analyze this big data, available open-source software requires computational resources usually not available to most laboratories. …”
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LUND-PROBE – LUND Prostate Radiotherapy Open Benchmarking and Evaluation dataset by Viktor Rogowski, Lars E. Olsson, Jonas Scherman, Emilia Persson, Mustafa Kadhim, Sacha af Wetterstedt, Adalsteinn Gunnlaugsson, Martin P. Nilsson, Nandor Vass, Mathieu Moreau, Maria Gebre Medhin, Sven Bäck, Per Munck af Rosenschöld, Silke Engelholm, Christian Jamtheim Gustafsson

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Research on Open-Set Recognition Methods for Rolling Bearing Fault Diagnosis by Jia Xu, Yan Wang, Renyi Xu, Hailin Wang, Xinzhi Zhou

“…To address this issue, an Open-Set Recognition (OSR) framework is proposed for rolling bearing fault diagnosis in this study. …”
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Analytical Model of Crack Opening in Reinforced Concrete Structures Based on DCE by Vladimir I. Kolchunov, Natalia V. Fedorova, Sergei Y. Savin, Violetta S. Moskovtseva

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Visualization of Distributed Plasticity in Concrete Piles Using OpenSeesPy by Juan-Carlos Pantoja, Joaquim Tinoco, Jhon Paul Smith-Pardo, Gustavo Boada-Parra, José Matos

“…This study presents an open-source workflow that combines force-based fiber elements in OpenSeesPy with automated 3D post-processing for visualizing distributed plasticity in reinforced concrete piles. …”
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Determination of the parameters of the damper device of the milling furrow opener of the sod seeder by Demshin Sergej, Saitov Viktor, Simonov Maksim, Zyryanov Dmitrij, Demshin Konstantin

“…The working process of soil cultivation by disc cutters of furrow openers of sod seeders was analyzed and the main disadvantages were identified: unevenness of the torque transmitted by them due to impact loads and high-energy consumption. …”
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Programmatic access to open statistical data for population studies: The SDMX standard by Frans Willekens

“…BACKGROUND: The public sector publishes vast amounts of open data and metadata. APIs (application programming interfaces) are transforming the way data are collected, documented, and disseminated. …”
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Manufacturing Process Optimization Using Open Data and Different Analysis Methods by Md Tahiduzzaman, Angkush Kumar Ghosh, Sharifu Ura

“…However, in the paradigm of smart manufacturing, this data dependency is transitioning from a single source to a confluence of heterogeneous, open sources. Accordingly, this study elucidates a systematic approach for harnessing open-source machining datasets in a cogent and efficacious manner. …”
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Irregular Openings Identification at Construction Sites Based on Few-Shot Learning by Minjo Seo, Hyunsoo Kim

“…The construction industry frequently encounters safety hazards, with falls related to undetected openings being a major cause of fatalities. Identifying unstructured openings using computer vision is challenging due to their unpredictable nature and the difficulty of acquiring large labeled datasets in dynamic construction environments. …”
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