The Complex Network Theory-Based Urban Land-Use and Transport Interaction Studies by Rui Ding

“…Some traditional integrated studies of urban land-use and traffic networks are summarized and analysed; related research gaps were proposed. Then, this paper reviewed the application of complex network theory in urban land-use and transport research and practice. …”
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Identifying influential nodes in weighted complex networks by considering the importance of shortest paths by Xiaohong Wang, Zhenyu Wang

“…Moreover, existing methods frequently face scalability challenges and struggle to accurately rank nodes in large-scale networks. To address these gaps, this study proposes Semi-local centrality based on the importance of Shortest Paths in Weighted complex networks (SSPW). …”
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Unlocking autism’s complexity: the Move Initiative’s path to comprehensive motor function analysis by Ashley Priscilla Good, Elizabeth Horn

“…Deep, longitudinal, multi-modal profiling of individuals with Autism Spectrum Disorder offers an opportunity to address gaps in current data and methods, enabling new avenues of inquiry and a more comprehensive understanding of this complex, heterogeneous condition.…”
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ICESat-2 Performance for Terrain and Canopy Height Retrieval in Complex Mountainous Environments by Lianjin Fu, Qingtai Shu, Cuifen Xia, Zeyu Li, Xiao Zhang, Yiran Zhang

“…This study aimed to evaluate ICESat-2’s performance in these complex environments. To achieve this, ICESat-2 ATL03 Version 6 photon data were processed using a novel adaptive DBSCAN algorithm (BDT-ADBSCAN) in Pu’er City, China, a biodiversity hotspot, and results were validated against airborne LiDAR. …”
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Caffeine induces age-dependent increases in brain complexity and criticality during sleep by Philipp Thölke, Maxine Arcand-Lavigne, Tarek Lajnef, Sonia Frenette, Julie Carrier, Karim Jerbi

“…Abstract Caffeine is the most widely consumed psychoactive stimulant worldwide. Yet important gaps persist in understanding its effects on the brain, especially during sleep. …”
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Consensus-Based Formation Control for Heterogeneous Multi-Agent Systems in Complex Environments by Xiaofei Chang, Yiming Yang, Zhuo Zhang, Jiayue Jiao, Haoyu Cheng, Wenxing Fu

“…Complex flight conditions, such as navigating narrow gaps in urban high-rise buildings, pose considerable challenges for agent control. …”
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Modeling complex systems in animal science: A pedagogical framework for new researchers by Luis Orlindo Tedeschi, Dan Tulpan, Hector M. Menendez III, Ricardo Augusto Mendonça Vieira

“…Modelers must balance simplicity and complexity to maintain functionality while reflecting real-world systems. …”
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Complex Dynamics and Intelligent Control: Advances, Challenges, and Applications in Mining and Industrial Processes by Luis Rojas, Víctor Yepes, José Garcia

“…Cybersecurity and sustainability also emerge as critical factors in developing resilient models, alongside barriers such as limited data availability, platform heterogeneity, and interoperability gaps. Future research should integrate multiscale analysis, deterministic chaos, and deep learning to enhance the adaptability, security, and efficiency of industrial operations in high-complexity environments.…”
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Closing the Accuracy Gap in Tandem Photovoltaic Testing: An Accessible and Efficient Spectral Tuning Method Using LED-Based Simulators for Research Laboratories and Industry by Tao Song, Charles Mack, Jeremy Brewer, John F. Geisz, Rafell Williams, Daniel J. Friedman, Nikos Kopidakis

“…Accurate performance calibration of multijunction (MJ) solar cells is critical for advancing this technology toward large-scale terrestrial application, yet existing testing methods developed by photovoltaics calibration laboratories remain prohibitively complex and resource intensive for most research laboratories. …”
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Understanding the bidirectional association between obesity and risk of psychological distress and depression in young adults in the US: available evidence, knowledge gaps, and fut... by Michael Friedman, Ryan Chang, Zahir Malik Amin, Tanuja Rajan, Rahul Singh, Samuel Yousefzai, Izza Shahid, Khurram Nasir, Zulqarnain Javed

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CO₂ Interaction Mechanism of SnO₂-Based Sensors with Respect to the Pt Interdigital Electrodes Gap by Adelina Stanoiu, Alexandra Corina Iacoban, Catalina Gabriela Mihalcea, Ion Viorel Dinu, Ovidiu Gabriel Florea, Ioana Dorina Vlaicu, Cristian Eugen Simion

“…The morpho-structural analysis revealed that the SnO₂ nanoparticles exhibit well-defined facets along the (110) and (101) crystallographic planes. Complex phenomenological investigations showed that moisture significantly affects the gas sensing performance. …”
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Downscaling and Gap-Filling GRACE-Based Terrestrial Water Storage Anomalies in the Qinghai–Tibet Plateau Using Deep Learning and Multi-Source Data by Jun Chen, Linsong Wang, Chao Chen, Zhenran Peng

“…This GRU-derived high-resolution TWSA is especially valuable for dissecting local variability in areas such as the Brahmaputra Basin, where complex water cycling can affect downstream water security. …”
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Role of Intercultural Differences in Development of Business Strategies (As Exemplified by Russian-German Economic Relationships) by Andreas Siegert

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The potential of programme theory in bridging the evidence into practice gap in implementation science: a worked example of integrating palliative care into heart failure managemen... by Tracey McConnell, Carolyn Blair, Joanne Reid, Geoff Wong

“…To do this we first explore the ideas and assumptions underpinning implementation science, before we introduce the benefits of realist approaches - which are increasingly recognised as crucial for addressing the research to practice gap paradox as they deal with real world complexity. …”
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Vertical-Axis Wind Turbines in Emerging Energy Applications (1979–2025): Global Trends and Technological Gaps Revealed by a Bibliometric Analysis and Review by Beatriz Salvador-Gutierrez, Lozano Sanchez-Cortez, Monica Hinojosa-Manrique, Adolfo Lozada-Pedraza, Mario Ninaquispe-Soto, Jorge Montaño-Pisfil, Ricardo Gutiérrez-Tirado, Wilmer Chávez-Sánchez, Luis Romero-Goytendia, Julio Díaz-Aliaga, Abner Vigo-Roldán

“…Technologically, active and passive aerodynamic innovations have boosted performance albeit with added complexity, remaining mostly at moderate technology readiness (TRL 3–5), while advanced composite materials are improving durability and fatigue life. …”
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Gaps and Data Ambiguities in DNA Reference Libraries: A Limiting Factor for Molecular‐Based Biodiversity Assessments Using Annelids as a Case Study by Marcos A. L. Teixeira, Eva Aylagas, John K. Pearman, Susana Carvalho

“…Of the 1350 MOTUs identified, either none to just 14 species‐level identifications were found depending on the taxonomic classification method and database, 10 of which appear to be cryptic species complexes. Based on proposed MOTU/species ratios, we estimate approximately 992 annelid species in the ARMS dataset, highlighting underexplored regional diversity. …”
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Cellulose-Based SERS Substrate for Vapor-Phase Thiol Detection with PCA for Enhanced Chemical Selectivity by Ba-Thong Trinh, Sy Khiem Nguyen, Dayeon Kim, Huu-Quang Nguyen, Jaebeom Lee, Youngku Sohn, Ilsun Yoon

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Experimental and theoretical investigation on the conductivity of complex fracture network in unconventional gas reservoirs. by Jinjian Gao, Lanxiao Hu

“…Compared with existing experimental studies focusing on single fracture conductivity, this study presents experimental research on the conductivity of complex fracture network, thereby addressing a research gap in this field. …”
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Exploring ambivalence: A psychoanalytic analysis of emotional complexity in selected Amharic novels. by Dawit Dibekulu, Tesfaye Dagnew, Tesfamaryam G/Meskel

“…Through a psychoanalytic lens, it delves into how personal loss, cultural anxieties, and the complexities of identity intersect to shape the characters' experiences. …”
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Modeling the Stability of the Housing and Construction Complex Based on Organizational and Economic Interaction of Entities by N. N. Shelomentseva, O. V. Grushina

“…The article addresses the structure of the socio-economic system of the housing and construction complex (HCC), focusing on the organizational and economic interaction of its participants against the backdrop of entropy-driven macroeconomic influences. …”
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