Harnessing greylag goose optimization for efficient MPPT and seven-level inverter in renewable energy systems by K. Rajaram, R. Kannan

“…The inverter THD output voltage was used as the objective function, and the proposed method is particularly beneficial in agricultural settings. The proposed MPPT-based seven-level invertersystem was simulated using MATLAB. …”
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Hybrid intelligence systems for reliable automation: advancing knowledge work and autonomous operations with scalable AI architectures by Allan Grosvenor, Anton Zemlyansky, Abdul Wahab, Kyrylo Bohachov, Aras Dogan, Dwyer Deighan

“…Scalability is a cornerstone, with the distributed training pipeline achieving linear scaling across 2,000 compute nodes for AI model training, while secure model aggregation incurs less than 4% latency in cross-domain settings.DiscussionBy blending symbolic precision with data-driven adaptability, this hybrid intelligence system offers a robust, transferable framework for automating complex knowledge work in domains like space operations and engineering simulations—and adjacent applications such as autonomous energy and industrial facility operations, paving the way for next-generation industrial AI systems.…”
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Intelligence system using the concepts of representations for solving problems of goal-directed behavior by Vasiliy M. Trembach

“…This approach uses replaceable components that have standardized interfaces and communicate over standardized protocols. …”
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Pore-scale study of CO2 desublimation in a contact liquid by Timan Lei, Geng Wang, Junyu Yang, Jin Chen, Kai H. Luo

“…Moreover, parametric studies and quantitative analyses are set out to identify optimal conditions for CCC. …”
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Optimized Microfluidic Biosensor for Sensitive C-Reactive Protein Detection by Amirmahdi Tavakolidakhrabadi, Matt Stark, Alexander Küenzi, Sandro Carrara, Cédric Bessire

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Unlocking Gait Analysis Beyond the Gait Lab: High-Fidelity Replication of Knee Kinematics Using Inertial Motion Units and a Convolutional Neural Network by Stefano A. Bini, MD, Nicholas Gillian, PhD, Thomas A. Peterson, PhD, Richard B. Souza, PhD, PT, Brooke Schultz, MS, ACE-CPT, Wojciech Mormul, MS, Marek K. Cichoń, MS, Agnieszka Barbara Szczotka, MS, Ivan Poupyrev, PhD

“…Conclusions: The findings highlight the potential of leveraging raw data from wearable inertial sensors and machine learning algorithms to reproduce gait lab-quality kinematic data outside the laboratory settings for the study of knee function following joint injury, surgery, or the progression of joint disease.…”
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Exploring Technology Supporting Aging-in-Place Using an Equity Lens Through Focus Groups and World Café–Informed Research Agenda: Qualitative Study by Marianne Saragosa, Ibukun-Oluwa Omolade Abejirinde, Evan MacEachern, Michelle LA Nelson, Kristina M Kokorelias, Sidra Bharmal, Brina Ludwig Prout, Marian Mohamed

“…We use the focus group method to acquire data about older adults’ experiences with and perceptions of using technology to support aging-in-place in NORC settings. This data informs the design and facilitation of deliberate dialogues at the World Café event. …”
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Conversational Systems for Social Care in Older Adults: Protocol for a Scoping Review by Rosiered Brownson-Smith, Ananya Ananthakrishnan, Oksana Hagen, Cen Cong, Amir Aly, Ray B Jones, Edward Meinert

“…This necessitates exploring innovative technological solutions to enhance service delivery without substantially increasing costs. Conversational interfaces, including interactive voice response, chatbots, and voice assistants, have gained traction as a means to improve accessibility and efficiency in social care. …”
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Modelling emission and transport of key components of primary marine organic aerosol using the global aerosol–climate model ECHAM6.3–HAM2.3 by A. Leon-Marcos, M. Zeising, M. van Pinxteren, S. Zeppenfeld, A. Bracher, A. Bracher, E. Barbaro, A. Engel, M. Feltracco, I. Tegen, B. Heinold

“…The transfer of these marine groups to the atmosphere is represented by the OCEANFILMS (Organic Compounds from Ecosystems to Aerosols: Natural Films and Interfaces via Langmuir Molecular Surfactants) parameterization which is implemented in the aerosol–climate model ECHAM6.3–HAM2.3 to represent the emission and transport processes in the atmosphere. …”
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The Effect of Nurse Navigators in Digital Remote Monitoring in Cancer Care: Case Study Using Structural Equation Modeling by Etienne Minvielle, Joel Perez-Torrents, Israa Salma, Philippe Aegerter, Marie Ferrua, Charles Ferté, Henri Leleu, Delphine Mathivon, Claude Sicotte, Mario Di Palma, Florian Scotté

“…Future research should explore the applicability of such a DRM model in various clinical settings to clarify the optimal association between automated systems and NN expertise. …”
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Research Progress of Intelligent Evaluation and Virtual Reality Based Training in Upper Limb Rehabilitation afrer Stroke by XIE Qiurong, LIN Wanqi, ZHANG Qi, SHENG Bo, ZHANG Yanxin, HUANG Jia

“…The FTHUE assessment scale and a set of rehabilitation programs based on the FTHUE scale are commonly used in clinical practice. …”
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Perspectives on and Experiences With Remote Monitoring and Patient-Initiated Care Among Norwegian Patients With Axial Spondyloarthritis: Qualitative Study by Christine Hillestad Hestevik, Cecilie Varsi, Nina Østerås, Anne Therese Tveter, Jon Skandsen, Hedda Eik

“…Concerns about app deactivation, digital privacy, and lack of personalized settings negatively affected confidence in technology and sense of security. …”
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Development of Digital Strategies for Reducing Sedentary Behavior in a Hybrid Office Environment: Modified Delphi Study by Iris Parés-Salomón, Cristina Vaqué-Crusellas, Alan Coffey, Bette Loef, Karin I Proper, Anna M Señé-Mir, Anna Puig-Ribera, Kieran P Dowd, Judit Bort-Roig

“…Given the potential of digital interventions to reduce sedentary behavior and the current lack of studies evaluating these interventions for home office settings, it is crucial to develop digital interventions for such contexts involving all stakeholders. …”
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La teoría del rayo paraxial en la sismica de pozo: Aproximación de segundo orden en los tiempos de tránsito by Montes Vides Luis Alfredo

“…<p class="MsoNormal" style="margin-bottom: 0.0001pt;"><span style="font-size: 12.0pt; font-family: ";Arial";,";sans-serif";; mso-ansi-language: FR; mso-bidi-font-weight: bold;" lang="FR">Using the paraxial ray approximation of the named geometric optics a set of numerical expressions were found, these expressions characterize reflecting events recorded in detectors placed in a borehole. …”
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Real-time temperature prediction of large-scale lithium battery module driven by data based on few measurement points by Jiajie HAN, Qingyang YUAN, Yu LI, Bo ZHANG, Ke XUE, Tian LAN

“…This slight error increase is attributed to the complex heat transfer dynamics near cooling interfaces, which pose challenges for most data-driven models. …”
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Artificial intelligence in hospital infection prevention: an integrative review by Rabie Adel El Arab, Zainab Almoosa, May Alkhunaizi, May Alkhunaizi, Fuad H. Abuadas, Joel Somerville, Joel Somerville

“…In resource-constrained settings, non-real-time AI models utilizing historical EHR data showed considerable scalability, facilitating broader implementation in infection surveillance and control. …”
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Research on the charging periods of the ultra-shallow play in front of the Hashan area, northwestern margin of the Junggar Basin by WANG Qianjun, ZHOU Jian, ZHANG Faqiang, YU Hongzhou, WU Qianqian, LU Hongli, LIU Qingxin, ZHOU Yu, CHENG Ming, YAN Jianzhao, LYU Yanfang

“…These methods were systematically applied to reservoir rock samples, enabling a comprehensive investigation of fluid inclusion characteristics, paleo-temperature evolution, and paleo-fluid interfaces. By constraining the thermal event chronology, we aimed to reconstruct the intricate hydrocarbon charging and adjustment processes that have shaped the current reservoir configuration.   …”
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Remote work – the new normal needs more research by Annina Ropponen

“…User Perceptions of Privacy Interfaces in the Workplace. In: Meinel C, Leifer L, editors. …”
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