Predicting CO₂ and H₂ Solubility in Pure Water and Various Aqueous Systems: Implication for CO₂–EOR, Carbon Capture and Sequestration, Natural Hydr... by Promise O. Longe, David Kwaku Danso, Gideon Gyamfi, Jyun Syung Tsau, Mubarak M. Alhajeri, Mojdeh Rasoulzadeh, Xiaoli Li, Reza Ghahfarokhi Barati

“…The simplified solubility models for CO₂ and H₂ presented in this study offer significant advantages over conventional approaches, including computational efficiency and accuracy across a wide range of geological conditions. The explicit, derivative–continuous nature of these models eliminates the need for iterative algorithms, making them suitable for integration into large–scale multiphase flow simulations. …”
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Bayesian methods for estimating injury rates in sport injury epidemiology by Avinash Chandran, Ben Lambert

“…Conclusions Our findings indicate that the Bayesian framework naturally characterizes injury rates by modeling injury counts as outcomes of an underlying data-generation process that explicitly incorporates inherent uncertainty, complementing traditional frequentist approaches. …”
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Global surgery, obstetric, and anaesthesia indicator definitions and reporting: An Utstein consensus report. by Justine I Davies, Adrian W Gelb, Julian Gore-Booth, Janet Martin, Jannicke Mellin-Olsen, Christina Åkerman, Emmanuel A Ameh, Bruce M Biccard, Geir Sverre Braut, Kathryn M Chu, Miliard Derbew, Hege Langli Ersdal, Jose Miguel Guzman, Lars Hagander, Carolina Haylock-Loor, Hampus Holmer, Walter Johnson, Sabrina Juran, Nicolas J Kassebaum, Tore Laerdal, Andrew J M Leather, Michael S Lipnick, David Ljungman, Emmanuel M Makasa, John G Meara, Mark W Newton, Doris Østergaard, Teri Reynolds, Lauri J Romanzi, Vatshalan Santhirapala, Mark G Shrime, Kjetil Søreide, Margit Steinholt, Emi Suzuki, John E Varallo, Gerard H A Visser, David Watters, Thomas G Weiser

“…In-person discussions at a 2-day meeting were followed by an iterative process conducted by email and virtual group meetings until consensus was reached. …”
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Finding Consensus on Trust in AI in Health Care: Recommendations From a Panel of International Experts by Georg Starke, Felix Gille, Alberto Termine, Yves Saint James Aquino, Ricardo Chavarriaga, Andrea Ferrario, Janna Hastings, Karin Jongsma, Philipp Kellmeyer, Bogdan Kulynych, Emily Postan, Elise Racine, Derya Sahin, Paulina Tomaszewska, Karina Vold, Jamie Webb, Alessandro Facchini, Marcello Ienca

“…This was followed by a 2-step iterative, asynchronous process in which the authors further developed, discussed, and refined notions of trust with respect to these specific cases. …”
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PIC2O-Sim: A physics-inspired causality-aware dynamic convolutional neural operator for ultra-fast photonic device time-domain simulation by Pingchuan Ma, Haoyu Yang, Zhengqi Gao, Duane S. Boning, Jiaqi Gu

“…However, FDTD is known for its prohibitive runtime cost as it iteratively solves Maxwell equations and takes minutes to hours to simulate a single device. …”
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Estimating Nonstabilizerness Dynamics Without Simulating It by Alessio Paviglianiti, Guglielmo Lami, Mario Collura, Alessandro Silva

“…In the process the initial state is renormalized in such a way that the new circuit outputs the same final state as the original one. …”
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Decision Making and Decision Support During the Design of Healthcare Facilities: A Systematic Review by Alice B. Mastrangelo Gittler, Sarah S. Lam

“…Iterative decision making is deeply embedded in the design process of healthcare facilities. …”
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Fostering critical consciousness: a systematic review of K-12 teachers’ integrations of sociopolitical issues in science and mathematics classrooms by Sheila K. Castro, Julie C. Brown, Kent J. Crippen

“…The 19 studies were analyzed through an iterative coding process to identify how teachers supported students’ critical reflection, critical efficacy, and critical action by analyzing reported incorporation of sociopolitical issues, instructional strategies, and science and mathematical practices. …”
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Supporting teams with designing for dissemination and sustainability: the design, development, and usability of a digital interactive platform by Maura M. Kepper, Allison J. L’Hotta, Thembekile Shato, Bethany M. Kwan, Russell E. Glasgow, Douglas Luke, Andrea K. Graham, Ana A. Baumann, Ross C. Brownson, Brad Morse

“…This paper presents the development of a new digital platform for research teams to learn and apply a D4DS process to their work. Methods A user-centered design (UCD) approach engaged users (n = 14) and an expert panel (n = 6) in an iterative design process from discovery to prototyping and testing. …”
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Time-Optimal Stabilization of Asynchronous Boolean Control Networks Under State and Control Constraints by Haonan Wang, Shuping Wang, Ruohai Xi, Shuhua Gao

“…The algorithm explicitly accounts for state and control constraints. …”
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Interdisciplinary collaboration in VUCA contexts: a conceptual review for environmental upheavals management by Valérie Vermeulen, Yannick Hémond

“…This conceptual review develops a new theoretical framework for interdisciplinary collaboration in VUCA contexts, redefining it as a dynamic, iterative, and integrative process aimed at fostering shared understanding, co-creation of solutions, and adaptive capacity. …”
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Learning about social suffering through illness narrative: possibilities and challenges by Young-Gyung Paik, Jidong Sung

“…The students analyzed and interpreted a transcript of a patient with hypertension, revealing various dimensions of the illness experience, including anxiety regarding the disease, aversion to antihypertensive medications, and encounters with stigmatization and discrimination in the workplace. Using an iterative coding process with both inductive and deductive elements, we identified patterns in how students conceptualized suffering and engaged with social dimensions of illness. …”
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FED-GEM-CN: A federated dual-CNN architecture with contrastive cross-attention for maritime radar intrusion detection by Md. Alamgir Hossain

“…This study introduces FED-GEM-CN, a novel federated learning framework designed explicitly for maritime radar intrusion detection. The proposed architecture integrates dual parallel convolutional neural network (CNN) pipelines to independently process network and radar modality features, which are subsequently fused via a multi-head cross-attention mechanism to capture intricate inter-modal dependencies. …”
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Research on Newton-Krylov Method for Multi-component Flow Heat Transfer Coupled System of High-temperature Gas-cooled Reactor by TANG Huanran, ZHANG Han, LIU Lixun, PENG Xinru, WU Yingjie, GUO Jiong, LI Fu

“…To research about the chemical corrosion phenomenon, the research of flow and diffusion process of multiple gases in the core is a prerequisite. …”

Co-designing and testing the learn together guidance to support patient and family involvement in patient safety investigations: a mixed-methods study by Jane O’Hara, Lauren Ramsey, Siobhan McHugh, Joseph Langley, Justin Waring, Ruth Simms-Ellis, Gemma Louch, Jenni Murray, Carl Macrae, John Baker, Rebecca Lawton, Daisy Halligan, Olivia Rogerson, Penny Phillips, Debra Hazeldine, Sarah Seddon, Joanne Hughes, Rebecca Partridge, Katherine Ludwin, Laura Sheard

“…Stages 4 and 5: implementing, evaluating and iterating co-designed processes and guidance Objectives RQ7: Are co-designed processes for involving patients and families in incident investigations feasible and acceptable to patients, families, healthcare staff and investigators? …”
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How lived experiences of illness trajectories, burdens of treatment, and social inequalities shape service user and caregiver participation in health and social care: a theory-info... by Carl R May, Katja C Gravenhorst, Alyson Hillis, Mick Arber, Carolyn A Chew-Graham, Katie I Gallacher, Frances S Mair, Ellen Nolte, Alison Richardson

“…Limitations Our pragmatic search strategies led to a maximum variation sample of studies of lived experiences of index conditions but may have missed relevant studies. No papers with an explicit social care focus were discovered for brain cancer, bipolar disorder and inflammatory bowel disease. …”
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Learning from the implementation of person-centred care: a meta-synthesis of research related to the Gothenburg framework by Emma Forsgren, Emma Forsgren, Caroline Feldthusen, Caroline Feldthusen, Caroline Feldthusen, Sara Wallström, Sara Wallström, Sara Wallström, Sara Wallström, Ida Björkman, Ida Björkman, Jana Bergholtz, Jana Bergholtz, Febe Friberg, Joakim Öhlén, Joakim Öhlén, Joakim Öhlén

“…While patients and family carers are included as partners in intervention research, their role as leaders and actors for change in implementation efforts is not explicitly described.ConclusionThe combination of deliberate and emergent strategies, movements from top-down and bottom-up in combination with the ideal of co-creation at all levels demonstrates the complexities and iterative nature of PCC implementation. …”
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Ethical Principles Pertaining to the Care of People With Dementia: Protocol for a Qualitative Thematic Synthesis of Legal Documents by Daniel Sperling, Frederik Schou-Juul, Sigurd Lauridsen, Muhammad Asaduzzaman, Seda Guney, Dominika Kohanová, Vaitsa Giannouli, Corinna Porteri, Rodrigo Serrat, Ana Morais

“…Thematic analysis will follow a 3-stage process: line-by-line coding, grouping codes into descriptive themes, and developing analytical themes to address the research questions. …”
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SYNCode: Synergistic Human–LLM Collaboration for Enhanced Data Annotation in Stack Overflow by Meng Xia, Shradha Maharjan, Tammy Le, Will Taylor, Myoungkyu Song

“…Large language models (LLMs) have rapidly advanced natural language processing, showcasing remarkable effectiveness as automated annotators across various applications. …”
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GL-ST: A Data-Driven Prediction Model for Sea Surface Temperature in the Coastal Waters of China Based on Interactive Fusion of Global and Local Spatiotemporal Information by Ning Song, Jie Nie, Qi Wen, Yuchen Yuan, Xiong Liu, Jun Ma, Zhiqiang Wei

“…Furthermore, we introduced an iterative optimization scheme for predictions to enhance the model's stability in iterative forecasting. …”
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