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Aided Greenway Design Approach Based on Internet Big Data and AIGC Fine-Tuning Model
Published 2025-07-01“…The framework can be divided into four major processes: Network big data collection, intelligent evaluation of network big data, AIGC image fine-tuning model construction, and AI-aided design generation. 1) Network big data collection: Obtain datasets related to the required landscape architecture segmentation scenarios through online social platforms for evaluation and fine-tuning model training. 2) Intelligent evaluation of network big data: Analyze and categorize image data, and filter out the scenario images with excellent user evaluation based on text sentiment evaluation and subsidiary information analysis. 3) AIGC image fine-tuning model construction: Utilize the high-quality image dataset obtained in the previous stage to conduct fine-tuning model training based on a mature pre-trained general model, and inject relevant knowledge and experience from the sub-scenarios of landscape architecture in a cost-effective manner, thereby enhancing the model’s generative capabilities. 4) AI-aided design generation: Employ the fine-tuning model obtained through training to assist in generating scenario images according to the needs of design practice, and based on the intensity of control over the generated content, divide the aided scenario generation into “weakly controlled” and “strongly controlled” aided design scenarios. …”
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603
Control Indicators for Typical Persistent Organic Pollutants in Lake Sediments
Published 2025-05-01“…The research demonstrated three breakthroughs: (1) it established for the first time China’s control indicator system for POPs in lake sediments, filling technical gaps in standards like GB 36600—2018 for dredging projects. (2) It revealed a high spatial correlation (R2>0.85) between POPs and heavy metal pollution in Ya’er Lake, proving that dredging according to existing heavy metal standards could simultaneously control POPs risks, thereby significantly reducing remediation costs. (3) It proposed a “function-pollutant-process” integrated control theory, offering a new paradigm for composite pollution remediation. …”
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604
Preparation and excitation power-dependent photoluminescence of tetrapod-quantum wells
Published 2024-01-01“…This study demonstrates a simple, green, and cost-effective approach for synthesizing one-color and two-color tetrapods based on CdSe and CdSeS materials, as well as the recovery process in nanostructures with two emission channels under various excitation conditions. …”
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605
APPLICATIONS OF UV-LIGA AND GRAYSCALE LITHOGRAPHY FOR DISPLAY TECHNOLOGIES
Published 2019-12-01“…Thus, microtechnologies should be integrated into display technology to provide cost effective production and advanced properties of final products.…”
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606
Food packaging business models as drivers for sustainability in the food packaging industry
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607
<italic>DiverseNet:</italic> Decision Diversified Semi-Supervised Semantic Segmentation Networks for Remote Sensing Imagery
Published 2025-01-01“…Semi-supervised learning (SSL) aims to help reduce the cost of the manual labeling process by leveraging a substantial pool of unlabeled data alongside a limited set of labeled data during the training phase. …”
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608
Structure and Ionic Conductivity of Halide Solid Electrolytes Based on NaAlCl4 and Na2ZnCl4
Published 2025-08-01“…Abstract Sodium‐based solid‐state batteries may represent safe and cost‐effective energy storage devices, complementing Li‐ion for specific applications such as grid storage. …”
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609
On the evolution of the model of shifting mode of reproduction
Published 2018-12-01“…The article briefly describes the theory of switching reproduction regime (SMR), which fills this gap. Several types of SMR models (SMR-1, SMR-2, SMR-3) are considered, which differ from each other in the degree of the monetary mechanism development that serves the reproduction processes occurring in the real sector of the economy. …”
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610
A critical review of optimizing pollutant removal from refinery wastewater using ozone and nanocatalyst-assisted bubble column reactors
Published 2025-07-01“…The catalytic ozonation process achieved pollutant removal of more than 80 % for phenol and COD. …”
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611
Evaluation of tumor-colonizing Salmonella strains using the chick chorioallantoic membrane model
Published 2025-03-01“…It offers advantages such as cost-effectiveness, rapid turnaround, reduced engraftment issues, and ease of observation. …”
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612
Kinematic effects of sensorimotor foot orthoses on the gait of patients with patellofemoral pain—a randomized controlled trial
Published 2025-04-01“…IntroductionFoot orthoses (FOs) are a noninvasive and cost-effective medical treatment that positively influence biomechanical factors, such as the kinematics of the lower extremities. …”
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613
Development of the ABXGUIDE: a pathogen-directed consensus guideline for antimicrobial use in resource-constrained settings
Published 2024-12-01“…AIM: User-friendly up-to-date guidance for antimicrobial therapy in resource-constrained settings is lacking. We aim to address the gap by describing the development process of the ABXGUIDE, which includes online pathogen-directed antibiotic guidelines taking into consideration low-resource settings. …”
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614
Observing autonomous product development: A grounded theoretical analysis of product innovation outside the boundaries of firms
Published 2025-06-01“…Thanks to the decreasing cost of 3D printing technology, we can develop complex products in the comfort of our home – and with the help of online communities. …”
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615
Identification and ranking of disadvantages of coopetition strategy in the healthcare supply chain: the mix of the thematic analysis and ordinal priority approach
Published 2024-11-01“…According to the existing research gap, in this research, coopetition disadvantages in the health supply chain were identified and ranked.Methodology: The research approach was a mixed research method. …”
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616
Detection of distress in rural road pavements: an analysis of UAV altitude variations
Published 2025-05-01“…However, the frequency of assessments required for effective monitoring presents a challenge when traditional techniques are employed, as they are often associated with high costs and resource demands. Drone-based photogrammetry offers a cost-effective alternative, enabling efficient and accurate evaluations of pavement conditions. …”
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617
Investigating resource productivity: the ecological potential of printed electronics as alternative to PCB
Published 2025-01-01“…While still in its infancy, printed electronics have the potential to become a permanent low-cost and efficient substitute for conventional production methods. …”
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618
Designing a Business Model in the Tourism Industry of Iran
Published 2025-03-01“…Key partnerships describe the network of suppliers and partners that make the business model function properly. The cost structure describes all the costs that the components of the business model incur. …”
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Biomaterial-Assisted Self-Healing for Crack Reduction in High-Performance Centrifugal Concrete Piles
Published 2025-03-01“…This study bridges a critical gap by introducing biomaterial-based self-healing in HPC piles, offering a sustainable, cost-effective, and long-term strategy for enhancing the durability of deep foundation systems in aggressive environments.…”
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620
Solid‐Phase Upcycling Toward the Production of Ultrahigh‐Loading Single‐Atom Catalysts
Published 2025-08-01“…Subsequent techno‐economic analysis confirms a two‐thirds reduction in production cost and greenhouse gas emissions compared to conventional hydrometallurgical and pyrometallurgical processes, thus paving a new path in the development of sustainable technologies for metal recovery.…”
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