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Stress Analysis and Structural Optimization of Steel–Concrete Joint of Zhonghua Road Bridge in Liaocheng
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Understanding Altered Dynamics in Cocaine Use Disorder Through State Transitions Mediated by Artificial Perturbations
Published 2025-02-01“…To further explore the underlying mechanism, we employed computational modeling to replicate the observed state probabilities for each condition. These generated whole-brain models enabled us to simulate external perturbations and identify optimal brain regions mediating transitions between HCT and CUD. …”
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Defatting strategies for chia protein production: effects on physicochemical properties
Published 2025-12-01“…This study evaluates protein extraction efficiency and functional properties across two types of chia product: organic partially defatted flour (O) and conventional whole full-fat seeds (C). Defatting methods included mechanical cold pressing (O_PD), hexane extraction (O_HEX, C_HEX), supercritical CO₂ with ethanol (C_SCF), and a non-defatted control (C_ND). …”
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Technology independent optimization when implementing sparse systems of disjunctive normal forms of Boolean functions in ASIC
Published 2024-03-01“…When implementing sparse DNF systems of Boolean functions in ASIC, along with traditional methods of joint minimization of systems of functions in the DNF class, methods for optimizing multilevel representations of Boolean function systems based on Shannon expansions can be used for technologically independent optimization, while separate minimization and joint minimization of the entire system as a whole turn out to be less effective compared with block partitions and coatings of the DNF system and subsequent minimization of multilevel representations. …”
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Life cycle low-carbon capacity optimization planning of integrated energy systems in manufacturing enterprise parks
Published 2025-06-01“…The optimization is solved using Non-dominated Sorting Genetic Algorithm II (NSGA-II) combined with the entropy weight method and the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS). …”
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Maximizing Energy Recovery from Waste Tires Through Cement Production Optimization in Togo—A Case Study
Published 2025-06-01“…The experimental results were compared with the theoretical burnout times to optimize the shredding operations and injection methods. …”
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PO09 | Comparison of different aggregometry methods for evaluation of platelet function in patients with myeloproliferative neoplasms
Published 2025-08-01“…In our study, we observed that platelet aggregation, assessed by Multiplate on whole blood, is significant increase in MPN compared to controls, while it is normal-high when evaluated by LTA on PRP. …”
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Surveillance and analysis of drug resistance and drug resistance levels in multidrug resistant tuberculosis on the tropical islands of China
Published 2025-08-01“…Methods MDR-MTB strains isolated from patients on Hainan Island (2019–2021) were analyzed. …”
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Eff-SAM: SAM-Based Efficient Method for Brain Tumor Segmentation in Multimodal 3D MRI Scans
Published 2025-01-01“…The framework incorporates PEFT with adapters into SAM’s encoder to fine-tune the model effectively and optimize its performance for medical imaging while maintaining computational efficiency. …”
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Simulation of the process of cryogenic freezing of coriander seeds
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Susceptibility of various cell lines to the <i>Chikungunya virus</i> and method selection for commercial-scale production of viral material
Published 2023-04-01“…The study used the CHIKV_Nic strain of the Chikungunya virus and cell lines C6/36 (for virus titration), CEF, MRC-5, Vero, and 4647. While choosing the culture method, the authors used culture flasks, a cell factory, and roller bottles. …”
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Spatial estimation of large-scale soil salinity using enhanced inverse distance weighting method and identifying its driving factors
Published 2025-08-01“…The unrealistic ''bull's-eye'' effect is a common problem when using the inverse distance weighting method (IDW) for interpolation. Improvements like considering anisotropy and multi-parameter co-optimization have been proposed, while their application in regional soil salinity prediction that owing strong variability has not been investigated. …”
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Restoration of authenticity in building insulation-and-decoration integrated board in cold regions
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Feasibility Study of Polygeneration Turbine Plants Based on Carbon Dioxide
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Application of Artificial Intelligence Computer Intelligent Heuristic Search Algorithm
Published 2022-01-01“…A two-dimensional spatial environment model of picking robot path planning is investigated, and a spatial model of picking robot path planning is established by raster method. Then, considering the whole day operation time, the whole day operation time is divided into several periods. …”
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Machine learning-selected minimal features drive high-accuracy rule-based antibiotic susceptibility predictions for Staphylococcus aureus via metagenomic sequencing
Published 2025-08-01“…Traditional culture-based AST methods are slow, while existing whole-genome sequencing (WGS)-based models often suffer from overfitting, poor interpretability, and diminished performance on clinical metagenomic data. …”
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A long-term localization and mapping system for autonomous inspection robots in large-scale environments using 3D LiDAR sensors.
Published 2025-01-01“…For global localization, we propose a novel ScanContext-ICP method, which integrates our improved ScanContext method, termed ScanContext++, for place recognition and global pose initialization. …”
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A Novel Dynamic Lane-Changing Trajectory Planning Model for Automated Vehicles Based on Reinforcement Learning
Published 2022-01-01“…Most conventional lane-changing models need to establish and solve constrained optimization models during the whole process, while reinforcement learning can just take the current state as input and directly output actions to vehicles. …”
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Modeling the Stability of the Housing and Construction Complex Based on Organizational and Economic Interaction of Entities
Published 2025-03-01“…The study aims to identify management methods, from a system-information approach, that allow the system to reach a new level of sustainable disequilibrium with the environment while maintaining homeostasis. …”
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