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Optimization the preparation of whey protein from pasteurized liquid milk using Response Surface Methodology and Artificial Neural Network Model
Published 2025-06-01“…To produce protein hydrolysates with antioxidant and amino acid activities, whey protein concentrate (WPC) was alcalase-acylated under the optimal conditions in this study using Response Surface Modeling (RSM) and Artificial Neural Network (ANN). …”
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Optimal Frequency of Stiffened Piezolaminated Composite Plates Implementing a Hybrid Special Relativity Search and Hill Climbing Optimization Algorithm
Published 2025-10-01“…The optimization process maximizes the fundamental frequency by adjusting the fiber orientations within the composite layers. …”
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Optimization of Cassava Starch/Onion Peel Powder-Based Bioplastics: Influence of Composition on Mechanical Properties and Biodegradability Using Central Composite Design
Published 2025-07-01“…After a 30-day soil burial test, these formulations exhibited weight loss percentages of 31.86%, 29.12%, and 29.02%, respectively, confirming their biodegradability. This study optimized the mechanical and biodegradability properties of cassava starch-based bioplastics using statistical modeling. …”
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Gas chromatography-mass spectrometry determination of bioactive compounds and mineral composition of optimised oven dried Eichhornia Crassipes using Artificial Neural Network and R...
Published 2025-06-01“…In this study, the oven drying process of Eichhornia crassipes (E. crassipes) was optimized and modelled using Response surface method (RSM) and Artificial Neural Network (ANN) and the influence of the drying conditions on its mineral and bioactive compounds composition was assessed. …”
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End-to-End Collaborative Optimization Method for Microgrid Power Prediction and Optimal Scheduling
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Multi-objective optimization of an open-pit mining system to determine safety buffer using the modified NBI method and the meta-model approach
Published 2025-03-01Subjects: “…Meta-model…”
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Optimization of Noise Transfer Path Based on the Composite Panel Acoustic and Modal Contribution Analysis
Published 2021-01-01“…However, most studies only consider the panel acoustic contribution of a single frequency, without considering the contribution of major frequencies synthesis to confirm the optimized panels. In this paper, a novel method is proposed based on composite panel acoustic and modal contribution analysis and noise transfer path optimization in a vibro-acoustic model. …”
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Optimization of the second phase morphology and content effect to impact resistance of epoxy resin composite
Published 2025-01-01“…With this regression model, it is possible to predict the impact strength of various morphological forms of the second phase and optimize the optimum content of the second phase.…”
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Structural Optimization and Experimental Validation of a Composite Engine Mount Designed for VTOL UAV
Published 2025-02-01“…This paper presents the optimization of one of the vital aircraft parts, the composite engine mount, based on the genetic algorithm (GA) combined with the defined finite element (FE) parameterized model. …”
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Multi-objective optimization of dual-stator permanent magnet motor based on composite algorithm
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Composite Bayesian Optimization in function spaces using NEON—Neural Epistemic Operator Networks
Published 2024-11-01“…We showcase the utility of this method for sequential decision-making by examining the problem of composite Bayesian Optimization (BO), where we aim to optimize a function $$f=g\circ h$$ f = g ∘ h , where $$h:X\rightarrow C(\mathscr {Y},{\mathbb {R}}^{d_s})$$ h : X → C ( Y , R d s ) is an unknown map which outputs elements of a function space, and $$g: C(\mathscr {Y},{\mathbb {R}}^{d_s})\rightarrow {\mathbb {R}}$$ g : C ( Y , R d s ) → R is a known and cheap-to-compute functional. …”
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Structural Optimization of Long and Flexible Composite Cover with Topography Method and Examination of Frequency Values
Published 2023-02-01“…In this study, the finite element model of the long, thin, and flexible carbon fiber reinforced composite cover design prepared using the Unigraphics NX program CAD module was analyzed in ANSYS program. …”
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Optimization of the fin structure from polymer composite materials using bioinspired structural layouts
Published 2023-05-01“…Stress-and-strain behavior of the structural layout was determined, and the optimal variant of the considered was chosen. The advantage of polymer composite bioinspired structures over conventional metal variants was established. …”
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Optimization of the crystallinity of polypropylene/submicronic-talc composites: The role of filler ratio and cooling rate
Published 2016-03-01“…In the context of optimizing the crystallinity ratio of the polypropylene matrix in the composites, calorimetric experiments have been planned using a full factorial design. …”
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Performance analysis and parameter optimization of microchannel heat sink with porous-solid composite ribs
Published 2025-09-01“…The optimization process employs artificial neural network models and non-dominated sorting genetic algorithm to determine the optimal solution. …”
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Kerf geometry prediction and optimization in laser cutting of basalt fiber reinforced polymer composites using decision tree and coati optimization algorithm
Published 2025-06-01“…COA was utilized as an internal optimizer to fine-tune the DT's hyperparameters. The model's accuracy was assessed and compared to a basic DT using various statistical measures, demonstrating superior performance despite the composites' heterogeneous and anisotropic nature. …”
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