Barcode-free multiplex plasmid sequencing using Bayesian analysis and nanopore sequencing by Masaaki Uematsu, Jeremy M Baskin

“…SAVEMONEY defines optimal mixtures in a pre-survey step, and following sequencing, executes a post-analysis workflow involving sequence classification, alignment, and consensus determination. By using Bayesian analysis with prior probability of expected plasmid construction error rate, high-confidence sequences can be obtained for each plasmid in the mixture. …”
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siRNA Treatment Enhances Collagen Fiber Formation in Tissue-Engineered Meniscus via Transient Inhibition of Aggrecan Production by Serafina G. Lopez, Lara A. Estroff, Lawrence J. Bonassar

“…The complex collagen network of the native meniscus and the gradient of the density and alignment of this network through the meniscal enthesis is essential for the proper mechanical function of these tissues. …”
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A versatile and open source design for one and two photon light sheet microscopy by Antoine Hubert, Thomas Panier, Geoffrey Migault, Hugo Trentesaux, Benoît Beaudou, Georges Debrégeas, Volker Bormuth

“…Furthermore, the design reduces the complexity of construction, alignment, and overall cost, thereby significantly enhancing the accessibility of this technology ( https://github.com/LJPZebra/OLU ).…”
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Bilingual Dialogue Dataset with Personality and Emotion Annotations for Personality Recognition in Education by Zhi Liu, Yao Xiao, Zhu Su, Luyao Ye, Kaili Lu, Xian Peng

“…To address this challenge, we construct bilingual dialogue datasets in Chinese and English, incorporating Big Five personality traits and emotion annotations. …”
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A generative adversarial network for multiple reads reconstruction in DNA storage by Xiaodong Zheng, Ranze Xie, Xiangyu Yao, Yanqing Su, Ling Chu, Peng Xu, Wenbin Liu

“…Different from previous error-correction and multiple sequence alignment methods, we first transform the multiple reads into a noisy mage, and then construct a conditional generative adversarial network to produce a “smooth” image which refers to the consensus sequence. …”
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A relation-enhanced mean-teacher framework for source-free domain adaptation of object detection by Dingqing Tian, Changbo Xu, Shaozhong Cao

“…We build the graph structure using the semantic topological structure and the location information, and we employ a Graph-Guided Feature Fusion (GFF) network to achieve alignment between the source and target domains. Furthermore, we utilize these features and the graph to construct a Graph-Guide Bidirectional Verification (GBV) to select high-quality pseudo-labels for supervision. …”
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A Practical Approach to Modeling and Performance Analysis of a Turboshaft Engine Using Matlab by Robert Jakubowski, Piotr Jakliński

“…This article presents a detailed approach to constructing a numerical model of a free power turbine engine specifically designed for performance analysis in the Matlab R2024b environment. …”
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The role of artificial intelligence in recruitment: Examining candidate experience as a mediator and organizational culture as a moderator in quality of hires by Jamaluddin, Roslina Alam, Niniek Lantara, Andi Rosdianti Razak, St Hatidja

“…The study contributes to the theoretical understanding of candidate experience as a higher-order construct and highlights the importance of trust and cultural alignment in AI-driven recruitment. …”
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Prioritizing Factors to Foster Improvement of Sales Operations in Small- and Medium-Sized Industrial Organizations by Luis A. Vásquez-Ruiz, Juan E. Núñez-Ríos, Jacqueline Y. Sánchez-García

“…The results indicate that the factors that foster improvement in sales department operations are communication improvement, failure prevention, workload alignment, and adequate integration of human efforts with technology without neglecting coordination and management mechanisms. …”
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A Novel Low-Rank Embedded Latent Multi-View Subspace Clustering Approach by Sen Wang, Lian Chen, Zhijian Liang, Qingyang Liu

“…However, existing methods rely on explicit-view clustering and stringent alignment assumptions, which affect the effectiveness in addressing the challenges such as inconsistencies between views, noise interference, and misalignment across different views. …”
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How Can Crosscutting Concepts Organize Formative Assessments across Science Classrooms? Results of a Video Study by Clarissa Deverel-Rico, Erin Marie Furtak, Sanford R. Student, Amy Burkhardt

“…Our analyses show that while there was some alignment of routines within content areas, students had differential opportunities to share and work on their ideas. …”
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Social Media Adoption, Halal Orientation, and Government Policy: Impacts on Business Performance of Food and Beverage SMEs in Indonesia by Franky Okto Bernando, Erick Lauren Ray

“…This study addresses a gap in the literature concerning the interaction between religious value alignment, digital tool adoption, and external policy support. …”
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Expert-Trajectory-Based Features for Apprenticeship Learning via Inverse Reinforcement Learning for Robotic Manipulation by Francisco J. Naranjo-Campos, Juan G. Victores, Carlos Balaguer

“…The feature space is constructed by sampling expert trajectories to capture essential task characteristics, enhancing learning efficiency and generalizability by concentrating on critical states. …”
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Detecting soil mixing, grain size distribution, and clogging potential of tunnel excavation face by classification-regression algorithms using EPBM operational data by Sharmin Sarna, Marte Gutierrez

“…To develop such models, the Northgate Link Extension (N125) tunneling project, constructed in Seattle, Washington, the USA, is used to capture and identify the true ground conditions. …”
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Camouflage Target Detection Method with Mutual Compensation of Local-Global Features by HE Wenhao, GE Haibo

“…Then, a local-global feature   interaction module (L-GFIM) is constructed to average local features to obtain global features, and perform mutual compensation of local features and global features. …”
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Reflections on reflection: Supporting employability learning in the higher education context by Anna Richards, Andrea Reid

“… Graduate employability remains a key talking point in higher education despite the contested nature of the construct and the myriad of factors that influence an individual’s capacity to gain employment. …”
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Global nighttime light dataset from 1992 to 2022 with focus on low-light areas by Hui Tang, Yongde Zhong, Jinyang Deng, Hongling Xia, Juan Wei

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ASSESSMENT OF ENVIRONMENTAL IMPACT OF ENERGY FACILITIES IN THE ISLAMIC REPUBLIC OF IRAN BY METHOD OF BUILDING COMPOSITE THREE-DIMENSIONAL MODELS by M. A. Mehdizadeh

“…The author represents the method of creating composite 3D-models employing technology of geographical information systems for environmental impact assessment of projected, constructed and operating energy facilities. The paper describes the techniques of applying bundled software ArcView with add-on modules ImageWarp and RASTRProfi for alignment of multiscale bit-mapped and direct-beam three-dimensional models with the object of evaluating ecological risks for diverse territories.The article evaluates the environmental impact of a thermal power plant near the city of Rasht (industrial area Saravan) and demonstrates analysis of the territorial distribution of the soil contamination with varied pollutants at different wind structures. …”
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Paper-based thesis and dissertations: analysis of fundamental characteristics for achieving a robust structure by Flávio Issao Kubota, Paulo Augusto Cauchick-Miguel, Guilherme Tortorella, Marlene Amorim

“…Main findings Results indicate five main factors that impact the success of a PBT approach: (i) the initial planning for this academic model; (ii) alignment between the articles and the thesis/dissertation; (iii) research design construction; (iv) copyrights requirements; and (v) issues regarding co-authorship. …”
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Gender Asymmetry and Mutual Sexual Relations in Online Legal Interpretation by Farhana Ismail, Fatima Seedat

“…This is evident in their alignment with an ethics of marriage and well being, located in ideals of reciprocity and mutuality. …”
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