Ensemble of surrogate based global optimization methods using hierarchical design space reduction
Sign Up to like & getrecommendations! Published in 2018 at "Structural and Multidisciplinary Optimization"
DOI: 10.1007/s00158-018-1906-6
Abstract: For computationally expensive black-box problems, surrogate models are widely employed to reduce the needed computation time and efforts during the search of the global optimum. However, the construction of an effective surrogate model over a… read more here.
Keywords: space; global optimization; design space; hierarchical design ... See more keywords
Iterative reliable design space approach for efficient reliability-based design optimization
Sign Up to like & getrecommendations! Published in 2019 at "Engineering with Computers"
DOI: 10.1007/s00366-018-00691-z
Abstract: Reliability-based design optimization has gained much attention in many engineering design problems with the consideration of uncertainties. Nevertheless, the application is limited by the huge computational cost for the repeated reliability analysis in the optimization… read more here.
Keywords: reliable design; design space; optimization; reliability ... See more keywords
Group influence based improved firefly algorithm for Design Space Exploration of Datapath resource allocation
Sign Up to like & getrecommendations! Published in 2018 at "Applied Intelligence"
DOI: 10.1007/s10489-018-1371-3
Abstract: Firefly Algorithm which is a recent addition to the evolutionary algorithms, has shown good performance for many multi-objective optimization problems. In this paper, we propose a novel Firefly algorithm for Design Space Exploration of Datapath… read more here.
Keywords: datapath resource; design space; firefly algorithm; exploration ... See more keywords
Lubricant based determination of design space for continuously manufactured high dose paracetamol tablets
Sign Up to like & getrecommendations! Published in 2018 at "European Journal of Pharmaceutical Sciences"
DOI: 10.1016/j.ejps.2017.12.021
Abstract: Abstract The objective of this study was to devise robust and stable continuous manufacturing process settings, by exploring the design space after an investigation of the lubricationâbased parameters influencing the continuous direct compression tableting of… read more here.
Keywords: compression tableting; continuous direct; direct compression; design space ... See more keywords
Effect of processing conditions and material attributes on the design space of lysozyme pellets prepared by extrusion/spheronization
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Drug Delivery Science and Technology"
DOI: 10.1016/j.jddst.2021.102714
Abstract: Abstract The present work aimed to investigate the impact of the critical material attributes on the design space of the production of lysozyme pellets with suitable biological and physical properties for the subsequent coating process.… read more here.
Keywords: material attributes; process; attributes design; effect ... See more keywords
Design-space assessment and dimensionality reduction: An off-line method for shape reparameterization in simulation-based optimization
Sign Up to like & getrecommendations! Published in 2020 at "Ocean Engineering"
DOI: 10.1016/j.oceaneng.2019.106852
Abstract: Abstract A method based on the KarhunenâLoeve expansion (KLE) is formulated for the assessment of arbitrary design spaces in shape optimization, assessing the shape modification variability and providing the definition of a reduced-dimensionality global model… read more here.
Keywords: shape; method; dimensionality; design space ... See more keywords
Bayesian Approach to Probabilistic Design Space Characterization: A Nested Sampling Strategy
Sign Up to like & getrecommendations! Published in 2019 at "Industrial & Engineering Chemistry Research"
DOI: 10.1021/acs.iecr.9b05006
Abstract: Quality by design in pharmaceutical manufacturing hinges on computational methods and tools that are capable of accurate quantitative prediction of the design space. This paper investigates Bayesia... read more here.
Keywords: probabilistic design; bayesian approach; design space; approach probabilistic ... See more keywords
Mapping the global design space of nanophotonic components using machine learning pattern recognition
Sign Up to like & getrecommendations! Published in 2019 at "Nature Communications"
DOI: 10.1038/s41467-019-12698-1
Abstract: Nanophotonics finds ever broadening applications requiring complex components with many parameters to be simultaneously designed. Recent methodologies employing optimization algorithms commonly focus on a single performance objective, provide isolated designs, and do not describe how… read more here.
Keywords: machine learning; space; design space; space nanophotonic ... See more keywords
Active discovery of organic semiconductors
Sign Up to like & getrecommendations! Published in 2021 at "Nature Communications"
DOI: 10.1038/s41467-021-22611-4
Abstract: The versatility of organic molecules generates a rich design space for organic semiconductors (OSCs) considered for electronics applications. Offering unparalleled promise for materials discovery, the vastness of this design space also dictates efficient search strategies.… read more here.
Keywords: aml approach; space; discovery organic; organic semiconductors ... See more keywords
Enabling technologies in polymer synthesis: accessing a new design space for advanced polymer materials
Sign Up to like & getrecommendations! Published in 2020 at "Reaction Chemistry and Engineering"
DOI: 10.1039/c9re00474b
Abstract: This review discusses how developments in laboratory technologies can push the boundaries of what is achievable using existing polymer synthesis techniques. By making advances in reactor design, online monitoring and automation it has been possible… read more here.
Keywords: polymer synthesis; chemistry; new design; design space ... See more keywords
Registry in a tube: multiplexed pools of retrievable parts for genetic design space exploration
Sign Up to like & getrecommendations! Published in 2017 at "Nucleic Acids Research"
DOI: 10.1093/nar/gkx032
Abstract: Genetic designs can consist of dozens of genes and hundreds of genetic parts. After evaluating a design, it is desirable to implement changes without the cost and burden of starting the construction process from scratch.… read more here.
Keywords: composite parts; registry tube; design space; tube multiplexed ... See more keywords