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Optimizing Stack-Yard Positioning in Full Shoreline Loading Operations
Published 2025-03-01Get full text
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Stacking sequence effects on flexural stiffness, failure progression, and energy absorption in asymmetric CFRP laminates
Published 2025-09-01Subjects: Get full text
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Simultaneous Shape and Stacking Sequence Optimization of Laminated Composite Free-Form Shells Using Multi-Island Genetic Algorithm
Published 2019-01-01“…A simultaneous shape and stacking sequence optimization algorithm is presented for laminated composite free-form shells, by which the coupled effect of shape and stacking sequence can be considered. …”
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Chinese Sequence Labeling Based on Stack Pre-training Model
Published 2022-02-01“…In this paper, according to the relevance of tasks, we use stacking pretraining model to extract features, segment words, and name entity recognition/chunk tagging.Through in-depth research on the internal structure of BERT, while ensuring the accuracy of the original model, the Bidirectional Encoder Representation from Transformers (BERT) is optimized, which reduces the complexity and the time cost of the model in the training and prediction process.In the upper layer structure, compared with the traditional long-short-term memory network (LSTM), this paper uses a two-layer bidirectional LSTM structure, the bottom layer uses a bidirectional long-short-term memory network (Bi-LSTM) for word segmentation, and the top layer is used for sequence labeling tasks.On the New Semi-Conditional Random Field (NSCRF), the traditional semi-Markov Conditional Random Field (Semi-CRF) and Conditional Random Field (CRF) are combined while considering the segmentation.The labeling of words improves accuracy in training and decoding. …”
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Unlocking the potential of copper-reinforced fibre metal laminates: The influence of stacking sequences
Published 2024-11-01“…This study highlights optimization issues related to both material composition and stacking sequence toward the attainment of superior mechanical properties in FMLs.…”
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Stacking Effect of Carbon/Glass Fiber During Drilling Operation of Laminated Polymer Composite
Published 2024-06-01“…The control of varying constraints, namely, spindle speed (N), feed rate (f ), and stacking sequence (SS) of carbon (Cf) and glass fiber (Gf) reinforcement, is performed to achieve the optimal parametric condition. …”
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Exploring the dynamic and thermo-mechanical behavior of Banana/Kenaf/Jute epoxy hybrid biocomposites: impact of stacking sequences
Published 2024-01-01“…This study investigates the thermal behavior and thermo-mechanical properties of banana, jute, and kenaf fiber-reinforced epoxy composites, focusing on the impact of different layering sequences and hybrid configurations. The novelty of the work lies in the tailored stacking of natural fibers to optimize composite performance, a topic of growing significance in sustainable engineering. …”
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Assessment of Ply Stacking Sequence Effect on Damage Behavior of CFRP Composite Laminate Under Low-Velocity Impacts
Published 2025-01-01“…To guarantee that the laminate can sustain the projected impact energy, the impact load should be carefully evaluated during the design phase. To obtain an optimized stacking layup orientation, the damage behaviors of excellent specific strength carbon fiber–reinforced polymer (CFRP) composite laminates with stacking sequences of [0°]8 (unidirectional), [0°/90°]2s (cross-ply), [0°/+45°/−45°/90°]s (quasi-isotropic), and [0°/−30°/−60°/−90°/90°/60°/30°/0°] (antisymmetric) were numerically investigated under LVI. …”
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Modeling of strike drone missions for conducting wave attacks in conditions of enemy anti-drone actions
Published 2025-02-01Get full text
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Sustainable high-performance materials: The role of bamboo and glass fibers in hybrid composites
Published 2025-06-01“…Specific tensile strength showed BGGB as the most efficient (86.39 MPa/g/cm3), followed by GBBG, while specific flexural strength revealed GGGG as the highest (108.76 MPa/g/cm3), with GBBG offering a balanced performance (97.4 MPa/g/cm3). The stacking sequence significantly influenced the performance, with BGGB optimizing the tensile stress distribution and GBBG enhancing the load transfer through glass fibers in the outer layers. …”
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Landscapes of the main components, metabolic and microbial signatures, and their correlations during stack “sweating” of Eucommiae Cortex
Published 2025-02-01“…These findings provide a scientific foundation for optimizing processing duration and advancing quality control strategies through targeted microbial community management.…”
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Solving the container premarshalling problem with an auxiliary bay
Published 2025-06-01Get full text
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Anomaly detection of smart grid stealing network attacks based on deep autoencoder
Published 2024-02-01Get full text
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Air quality prediction using stacked bi- long short-term memory and convolutional neural network in India
Published 2024-12-01“…Through meticulous preprocessing - encompassing missing value handling, normalization, and temporal sequencing - the dataset is prepared for the Stacked Bi-LSTM and CNN hybrid model. …”
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Automated brain tumor recognition using equilibrium optimizer with deep learning approach on MRI images
Published 2024-11-01“…The BTR-EODLA technique utilizes the stacked autoencoder (SAE) model for BT detection. …”
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Modeling the series of military actions to plan an attack mission of a swarm drones
Published 2025-05-01Get full text
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Dual Strategy Based Improved Swarm Intelligence and Stacked LSTM With Residual Connection for Land Use Land Cover Classification
Published 2025-01-01“…By integrating residual connection with stacked LSTM, gradient flow is enabled directly among long sequences, reducing the vanishing gradient issue and fastening the convergence rate. …”
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Temporal and Workshop Heterogeneity of Microbial Communities with Physicochemical Properties and Flavor Substances During Stacked Fermentation of Sauce-Flavor Baijiu
Published 2025-03-01“…High-throughput sequencing technology was employed to comprehensively analyze the microbial community composition and its dynamic changes during the fourth cycle of stacked fermentation in sauce-flavor Baijiu across different workshops. …”
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Protein sequence classification using natural language processing techniques
Published 2025-05-01“…Conclusion Advanced NLP techniques, particularly ensemble methods like Voting classifiers, and transformer models show significant potential in protein classification, with sufficient training data and sequence similarity management being crucial for optimal performance. …”
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Simultaneously achieving high-κ and strong ferroelectricity in Hf0.5Zr0.5O2 thin film by structural stacking design
Published 2025-09-01“…In this study, we report both the good ferroelectric and dielectric properties obtained in W/Hf0.5Zr0.5O2 (HZO ∼6.5 nm)/W with morphotropic phase boundary structure by optimizing stacking sequence of HfO2 and ZrO2 sublayers. …”
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