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A secure hybrid deep learning framework for brain tumor detection and classification
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Comparative analysis of metal-organic frameworks (MOFs) in photocatalysis and electrocatalytic CO2 reduction
Published 2025-01-01“…These frameworks offer high surface area, tunable porosity, and versatile chemical functionalities, making them ideal candidates for CO2 capture and conversion. …”
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Improvement of Electrochromic Stability of Viologen‐Based Ionic Gel by Layered Metal–Organic Frameworks
Published 2025-06-01“…This is attributed to the good chemical stability and efficient ion migration channels provided by the porous framework structure of zirconium‐based MOFs. Notably, the MOFs:EV[TFSI]2 (0.5:1) ECDs display a synergistic effect, with the redox cycle stabilizing for ≈1100 cycles and color bleaching kinetic stability tested up to 1600 switches, experiencing only a 9% reduction in ΔT, demonstrating significantly enhanced durability and stability compared to pure EV[TFSI]2 ECDs.…”
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Incorporating Waste Plastics into Pavement Materials: A Review of Opportunities, Risks, Environmental Implications, and Monitoring Strategies
Published 2025-07-01“…By providing a comprehensive synthesis of existing knowledge, this review seeks to support sustainable practices and inform policy development within the frameworks of circular economy and environmental stewardship.…”
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Timber Architecture for Sustainable Futures: A Critical Review of Design and Research Challenges in the Era of Environmental and Social Transition
Published 2025-08-01“…The article proposes an interpretive framework combining design thinking and transdisciplinary insights. …”
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Robust Stick‐and‐Play Photothermal Icephobic Film with Bioinspired Insulation Cells
Published 2025-05-01“…Inspired by the hollow framework of lotus seedpods, thermal‐management hydrophobic microcells (THMC) are designed by incorporating candle soot into insulating porous diatomite. …”
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Hybrid Gaussian Process Regression Models for Accurate Prediction of Carbonation-Induced Steel Corrosion in Cementitious Mortars
Published 2025-07-01“…Steel corrosion prediction in concrete infrastructure remains a critical challenge for durability assessment and maintenance planning. This study presents a comprehensive framework integrating domain expertise with advanced machine learning for carbonation-induced corrosion prediction. …”
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Advancing Concrete Pavement Rehabilitation and Strategic Management Through Nondestructive Testing at Toll Stations
Published 2025-05-01“…The objective of the study was to propose a methodological framework to support responsible decision-makers in the strategic management of concrete pavements at toll stations. …”
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Data-driven assessment of corrosion in reinforced concrete structures embedded in clay dominated soils
Published 2025-07-01“…This research provides a reliable and practical AI-driven framework for assessing corrosion risk, guiding material design, and enhancing long-term infrastructure durability in aggressive subsurface conditions. …”
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Validated thermal model for bacterial survival in fire-resistant self-healing concrete
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A Reliability-Oriented Framework for the Preservation of Historical Railway Assets Under Regulatory and Material Uncertainty
Published 2025-04-01“…The framework is validated through two industrial case studies, each reflecting different regulatory and operational constraints. …”
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A Signal Processing-Guided Deep Learning Framework for Wind Shear Prediction on Airport Runways
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Interface‐Confined Catalytic Synthesis of Anisotropic Covalent Organic Framework Nanofilm for Ultrafast Molecular Sieving
Published 2025-04-01“…Abstract Covalent organic frameworks (COFs) have emerged as prominent membrane materials for efficiently fractionating organic molecules and ions due to their unique pore structure. …”
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Multimodal Optimized Treatment for Insomnia Framework (MOTIF): A Better Strategy for the Optimal Prescription of Hypnotics
Published 2025-06-01“…Within this framework, CBT-I is primarily recommended for individuals who can sleep without medications. …”
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Towards an ‘Everything Corpus’: A Framework and Guidelines for the Curation of More Comprehensive Multimodal Music Data
Published 2025-05-01“…This article presents (1) a conceptual framework for how practitioners interested in MIR—from musicians to scientists—can understand the multitude of modalities that constitute musical data and (2) a set of proposed guidelines for MIR researchers to consider when setting out to curate comprehensive, well-targeted, durable, and ethically sourced multimodal datasets. …”
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Multi-Objective Optimization Framework for Timber-Based Geriatric Facilities: Integrating Material Performance and Spatial Adaptability
Published 2025-06-01“…An integrated design framework was developed to optimize timber-based elderly care facilities across three critical dimensions: environmental performance, health outcomes, and economic feasibility. …”
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Enhancing the performance of recycled aggregate concrete through optimized pretreatment methods: a microstructural perspective
Published 2025-08-01“…The research establishes a practical framework for selecting pretreatment methods based on measurable ITZ characteristics and project-specific durability requirements, advancing academic understanding and practical implementation of sustainable concrete technologies.…”
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