AI-Driven Spatial Data Analysis of Groundwater Level and Gravimetric Data in Roorkee Region, India by H. Sarkar, C. S. P. Ojha, S. K. Ghosh

“…However, traditional methods face challenges in predicting groundwater storage due to their inherent complexity. To address this gap and align with SDGs, this study aims to develop a regression-based machine learning model for spatially varying groundwater level prediction. …”
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Key characteristics and role of lead users in medical device innovations: An exploratory study by Béla Venesz, Tibor Dőry

“…Through case studies and semi-structured interviews, we demonstrate that engaging lead users throughout the new product development process—regardless of product complexity—enhances product-market fit and profitability. …”
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Simultaneous Color Registration and Depth Completion of Point Clouds with Curriculum Learning by Juan Camilo Martinez, Ana María Montes, Cesar Marín, David Álvarez-Martínez

“…Our model is trained with a novel synthetic depth generation strategy that mimics real time-of-flight (ToF) sensor noise and occlusion artifacts, helping to bridge the simulation-to-real gap. In addition, we adopt a staged curriculum learning paradigm that progressively increases task complexity over three training phases, from easy alignment scenarios to full-depth completion with simulated sensor noise. …”
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Digital Technologies and Trade Facilitation in Ethiopia: A Mixed-Methods Analysis of Blockchain, AI, and IoT Adoption by Chekole Sete Demeke

“… This study investigates the potential of digital technologies to revolutionize trade facilitation and enhance export performance in Ethiopia. Addressing a critical gap in the literature, it moves beyond general assessments to analyze the adoption and application of blockchain, artificial intelligence (AI), and the Internet of Things (IoT) within Ethiopia's trade sector. …”
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Echoes of Trauma: Unraveling Atonement through Freudian-Virilian Perspectives on Reenactment and Redemption by Seyehedeh Keyhaneh Kafshchi

“…It looks closely at narrative techniques, time-related complexities, and cultural meanings in Atonement, linking Freud's idea of repetition compulsion with Virilio's views on technology and perception. …”
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An Industry 4.0 Semantic Framework for the Inference of Generic Field Device Capabilities by Victor Chavez, Jorg Wollert

“…However, adapting existing standards to Industry 4.0 models remains a challenge for field devices due to the complexity of generically mapping domain-specific concepts and their interpretation. …”
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Enhancing financial literacy and economy in maritime management education: The role of case studies and simulations by Agung Kwartama

“…The growing complexity of the maritime industry underscores the importance of economic management as a critical competency for professionals navigating challenges in shipping, port operations, and sustainability. …”
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Sentiment analysis of visitor perceptions on architectural heritage: a case study of Phoenix Ancient Town for sustainable conservation and development by Hao Yuan, Rui Ke, Xubin Xie

“…Conventional survey-based approaches often fail to capture the complexity and real-time nuances of visitor sentiments, necessitating advanced AI-driven methodologies. …”
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Differentiable Imaging: Progress, Challenges, and Outlook by Ni Chen, David J. Brady, Edmund Y. Lam

“…This review examines how differentiable frameworks bridge the persistent gap between physical reality and computational models, effectively addressing fundamental challenges in uncertainty quantification, system design, and computational complexity. …”
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Tolerance to Urban Window Views with Various Design Features by Živa Kristl, Ajda Fošner, Martina Zbašnik-Senegačnik

“…This survey addresses a research gap on unfavourable reactions to window views in dense urban environments, where the distance between buildings enables only the view of the neighbouring façade, and also the question of which architectural visual elements specifically trigger them. …”
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Millimeter-Wave Underlay D2D Communications: Channel Assignment, Transmission mode Selection and Power Control for Full-CSI and Limited-CSI Scenarios by Nima Reisi

“…The limited CSI algorithm has considerably lower complexity. Moreover, when the number of resource blocks far exceeds the number of D2D users, the gap between full CSI and limited CSI algorithms vanishes.…”
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TYPES OF KNOWLEDGE IN THE NEW ECONOMY by A. Mikhaylova, A. Mikhaylov

“…This article fills this gap by summarizing and critically analyzing ideas about different types of knowledge that are of value and are the most important factors of production in a modern, innovation-oriented economy. …”
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Transformer Models for Brazilian Portuguese Question Generation: An Experimental Study by Julia da Rocha Junqueira, Ulisses Brisolara Corrêa, Larissa Freitas

“…Unlike tasks such as translation or summarization, generating meaningful questions necessitates a profound understanding of context, semantics, and syntax. This complexity arises from the need to not only comprehend the given text comprehensively but also infer information gaps, identify relevant entities, and construct syntactically and semantically correct interrogative sentences. …”
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Nonverbal communication at the ecolinguistic grassroots by Craig Frayne

“…While textual discourse analysis offers valuable insights, the richness and complexity of human communication come to the fore when considering communication in its entirety, including nonverbal elements. …”
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The application of irreversible genomic states to define and trace ancient cell type homologies by Oleg Simakov, Günter P. Wagner

“…Our proposal thus aims to close the gap between the clearly defined homology of the individual genomic characters and their genomic states to the homology at the phenotypic level through the identification of the underlying evolutionarily irreversible and regulatory linked states.…”
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Unleashing Predicting a Comparative Study of Machine Learning for Bankruptcy Risk Prediction by Yupeng Li, Ke Sun

“…This research responds to the existing literature gap by employing data mining techniques for automated knowledge extraction from financial databases and emphasizing a pioneering approach grounded in the qualitative domain. …”
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Nanostructured Hydrogenated Silicon Films by Hot-Wire Chemical Vapor Deposition: the Influence of Substrate Temperature on Material Properties by V.S. Waman, M.M. Kamble, M.R. Pramod, A.M. Funde, V.G. Sathe, S.W. Gosavi, S.R. Jadkar

“…In addition, it is observed from the FTIR spectroscopy that the hydrogen is incorporated in the film mainly in Si-H2 and (Si-H2)n complexes. The nc-Si:H films with low hydrogen content (< 4 at. %) and wide band gap (1.83-1.89 eV) and low refractive index (< 3) is useful for various device applications.…”
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Mechanical evaluation and optimal mixing ratios in co-disposal of phosphate mining tailings and waste rock by Gabriel Gomes Silva, Rafael Cerqueira Silva

“…Abstract Given the complexity of the behavior of mining tailings dams built by the technique of hydraulic embankments and the recurring dam ruptures globally, especially in Brazil, ensuring enhanced safety through advanced disposal techniques becomes crucial. …”
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Transformative mixed methods evaluation of a recovery-based intervention for adult suicide reattempters in Chile: study protocol by Oriana Arellano-Faúndez, Pablo Méndez-Bustos

“…Chile has experienced a dangerously high suicide rate for some time and, despite intervention efforts, there is a gap, especially in cases of recidivism. Nationally, interventions are individual, clinical and risk-based, but their impact is unproven. …”
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Barriers to the Diffusion of Clean Energy Communities: Comparing Early Adopters and the General Public by Tanja Kamin, Urša Golob, Tina Kogovšek

“…While interviewees highlighted regulatory complexity and institutional barriers, survey respondents were more likely to cite lack of awareness, knowledge gaps, and financial concerns. …”
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