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81
Notes from the Packaging Laboratory: Hot Tack Measurements of Thin Sealant Films
Published 2003-12-01“…Factors such as test strip width, edge uniformity, sealing die temperature and die load are recognizable variables to control. A design of experiments approach was used to explore the rank importance of these factors and any interactive effects that may occur. …”
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82
Effect of friction-welding parameters on the tensile strength of AA6063 with dissimilar joints
Published 2022-09-01“…The Taguchi’s design of experiments was conducted for the influencing parameters and their levels. …”
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83
Efficiency Improvements of Antenna Optimization Using Orthogonal Fractional Experiments
Published 2015-01-01“…Traditionally, antenna optimization relies on nature-inspired heuristic algorithms, which are time-consuming due to their blind-search nature. In contrast, design of experiments (DOE) uses a completely different framework from heuristic algorithms, reducing the design cycle by formulating the surrogates of a design problem. …”
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84
Transverse strength of railway tracks: part 3. Multiple scenarios test field
Published 2014-10-01“…Some construction details described herein allow to better understand the methodological approach followed in the design of experiments, the tests management philosophy as well as of the accuracy achieved in their implementation.…”
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85
Effect of friction-welding parameters on the tensile strength of AA6063 with dissimilar joints
Published 2022-09-01“…The Taguchi’s design of experiments was conducted for the influencing parameters and their levels. …”
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86
Influence of End Milling Process Variables on Material Removal Rate and Surface Roughness of Direct Metal Laser Sintered Inconel 718 Plate
Published 2022-01-01“…The end milling experiments were conducted using the design of experiments with an L9 orthogonal array (OA) by varying the process variables like feed rate (mm/min), cutting speed (m/min), and depth of cut (mm). …”
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87
Milk-derived bioactive peptides
Published 2025-01-01“…In the bioinformatics approach, databases, QSAR modeling, molecular docking and design of experiments (DoE) with response surface methodology are employed for identification and characterization of bioactive peptides from milk proteins. …”
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88
Game research by design in project management and beyond
Published 2025-12-01“…This article illustrates the choices researchers need to make when developing research design and experiments based on serious gaming. Further research is needed to elaborate the different steps and to fine-tune this approach.…”
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89
Property Optimisation of EPDM Rubber Composites Using Mathematical and Statistical Strategies
Published 2017-01-01“…The results demonstrate that statistical design of experiments and particle swarm optimisation (PSO) algorithms are promising methods to design composition variables. …”
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90
Process Optimization of Spark Plasma Sintering Parameters for Tungsten Carbide/Silicon Nitride/AA2219 Composites by Taguchi Method
Published 2022-01-01“…For the creation of tungsten carbide/silicon nitride/AA2219 composites, sintering temperature, sintering pressure, dwelling time, and heating rate all must be optimized. Design of experiments and analysis of variance were employed to assess the factors’ contributions to density as well as microhardness response variables. …”
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91
Civil structural health monitoring and machine learning: a comprehensive review
Published 2024-07-01“…In combination with ML, the review explores corresponding soft computing methodologies such as fuzzy logic (FL) and design of experiments (DOE). A variety of case examples that highlight the versatility of these approaches, particularly in applications linked to structural reinforcement, enhance the story. …”
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92
Characterization and Utilization of Tannin Extract for the Selective Adsorption of Ni (II) Ions from Water
Published 2015-01-01“…The current paper studies the preparation of a new tannin gel from Acacia nilotica for water purification and waste water remediation. Design of experiments is used for optimizing the tannin gel using tannin extract (Taguchi method) with formaldehyde in the assistance of microwave (TGAN) by the help of iodine number. …”
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93
PCNet: a human pose compensation network based on incremental learning for sports actions estimation
Published 2024-11-01“…In addition, to improve the occlusion handling performance, we propose an occlusion feature enhancement attention mechanism (OFE-attention) that can identify occluded keypoints and enhance attention to occlusion areas. We design comparative experiments on three public datasets and a self-built sports dataset, achieving the highest mean accuracy among all comparative methods. …”
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94
Emerging trends in the optimization of organic synthesis through high-throughput tools and machine learning
Published 2025-01-01“…Historically, the optimization of chemical reactions has been performed by manual experimentation guided by human intuition and through the design of experiments where reaction variables are modified one at a time to find the optimal conditions for a specific reaction outcome. …”
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95
Correlation of Process Parameters with Mechanical Properties of Laser Sintered PA12 Parts
Published 2017-01-01“…Hence, present work examined the influence of key process parameters (preheating temperature, laser power, scan spacing, scan speed, layer thickness, and part build orientation) on the properties (tensile strength, tensile modulus, elongation at break, and part density) of SLS produced parts. A design of experiments (DoE) approach was used to plan the experiments. …”
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96
Multi-Objective Optimization of Injection Parameters and Energy Consumption Based on ANN-Differential Evolution
Published 2025-01-01“…This work will employ complete factorial design of experiments (DoE) to acquire a dataset which is both resilient and suitable for training, validation, and testing purposes. …”
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97
Naïve Bayes is an interpretable and predictive machine learning algorithm in predicting osteoporotic hip fracture in-hospital mortality compared to other machine learning algorithm...
Published 2025-01-01“…Hyperparameter tuning was performed via fractional factorial design of experiments combined with grid search; models were evaluated with 5-fold cross-validation and area under the receiver operating characteristic curve (AUROC). …”
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98
Investigation of impact energy absorption of AA6061 and its composites: role of post-aging cooling methods
Published 2023-10-01“…The composites were produced using the stir casting technique with varying weight fractions of graphite and SiC particles based on Taguchi's design of experiments. Charpy impact tests were conducted using a specialised testing machine. …”
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99
Evaluation of Parameters Affecting Magnetic Abrasive Finishing on Concave Freeform Surface of Al Alloy via RSM Method
Published 2016-01-01“…The use of simple hemisphere for installation on the flat area of the magnets as well as magnets’ spark in curve form is a measure done during testing the experiments. The design of experiments is based on response surface methodology. …”
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100
Undrained Dynamic Behavior of Reinforced Subgrade under Long-Term Cyclic Loading
Published 2018-01-01“…Impact on dynamic behavior of the reinforced soil specimens is discussed through orthogonal design of experiments in four factors and three levels. This study has demonstrated that the order of dynamic elastic modulus of reinforced soil is influenced by dynamic stress amplitude, frequency, reinforced layer, and confining pressure within changing in factor level. …”
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