The role of AI for developing digital twins in healthcare: The case of cancer care
Sign Up to like & getrecommendations! Published in 2022 at "Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery"
DOI: 10.1002/widm.1480
Abstract: Digital twins, succinctly described as the digital representation of a physical object, is a concept that has emerged relatively recently with increasing application in the manufacturing industry. This article proposes the application of this concept… read more here.
Keywords: developing digital; digital twins; care; case ... See more keywords
Digital Twins: A General Overview of the Biopharma Industry.
Sign Up to like & getrecommendations! Published in 2021 at "Advances in biochemical engineering/biotechnology"
DOI: 10.1007/10_2020_157
Abstract: This chapter gives an industry perspective of how digital twins are tangibly translated, implemented, and used in a biopharmaceutical environment. Technical prerequisites and components including data modeling, the lifecycle, and different skills which are required… read more here.
Keywords: biopharma industry; digital twins; industry; twins general ... See more keywords
Generating digital twins of mesoporous silica by graph-based stochastic microstructure modeling
Sign Up to like & getrecommendations! Published in 2021 at "Computational Materials Science"
DOI: 10.1016/j.commatsci.2020.109934
Abstract: Abstract Silica monoliths are hierarchically structured, versatile materials that are widely used in analytical separation science, e.g., liquid chromatography. Their functionality strongly depends on the 3D morphology of their macropore and mesopore spaces. In the… read more here.
Keywords: digital twins; twins mesoporous; generating digital; mesoporous silica ... See more keywords
A constraint multi-objective evolutionary optimization of a state-of-the-art dew point cooler using digital twins
Sign Up to like & getrecommendations! Published in 2020 at "Energy Conversion and Management"
DOI: 10.1016/j.enconman.2020.112772
Abstract: Abstract This study is pioneered in developing digital twins using Feed-forward Neural Network (FFNN) and multi objective evolutionary optimization (MOEO) using Genetic Algorithm (GA) for a counter-flow Dew Point Cooler with a novel Guideless Irregular… read more here.
Keywords: dew point; digital twins; multi objective; objective evolutionary ... See more keywords
Corrigendum to “Digital twins-based remote semi-physical commissioning of flow-type smart manufacturing systems”. J. Clean. Prod. 306 (2021) 127278
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Cleaner Production"
DOI: 10.1016/j.jclepro.2021.128836
Abstract: [This corrects the article DOI: 10.1016/j.jclepro.2021.127278.]. read more here.
Keywords: digital twins; twins based; based remote; 2021 127278 ... See more keywords
Building digital twins of 3D printing machines
Sign Up to like & getrecommendations! Published in 2017 at "Scripta Materialia"
DOI: 10.1016/j.scriptamat.2016.12.005
Abstract: Abstract Geometrical conformity, microstructure and properties of additively manufactured (AM) components are affected by the desired geometry and many process variables within given machines. Building structurally sound parts with good mechanical properties by trial and… read more here.
Keywords: building digital; digital twins; machines building; printing machines ... See more keywords
Digital twins are coming: Will we need them in supply chains of fresh horticultural produce?
Sign Up to like & getrecommendations! Published in 2021 at "Trends in Food Science and Technology"
DOI: 10.1016/j.tifs.2021.01.025
Abstract: Abstract Background Digital twins have advanced fast in various industries, but are just emerging in postharvest supply chains. A digital twin is a virtual representation of a certain product, such as fresh horticultural produce. This… read more here.
Keywords: digital twins; horticultural produce; food; fresh horticultural ... See more keywords
Radiation Dosimetry, Artificial Intelligence and Digital Twins: Old Dog, New Tricks.
Sign Up to like & getrecommendations! Published in 2022 at "Seminars in nuclear medicine"
DOI: 10.1053/j.semnuclmed.2022.10.007
Abstract: Developments in artificial intelligence, particularly convolutional neural networks and deep learning, have the potential for problem solving that has previously confounded human intelligence. Accurate prediction of radiation dosimetry pre-treatment with scope to adjust dosing for… read more here.
Keywords: radiation dosimetry; intelligence; digital twins; artificial intelligence ... See more keywords
Reservoir computing as digital twins for nonlinear dynamical systems.
Sign Up to like & getrecommendations! Published in 2023 at "Chaos"
DOI: 10.1063/5.0138661
Abstract: We articulate the design imperatives for machine learning based digital twins for nonlinear dynamical systems, which can be used to monitor the "health" of the system and anticipate future collapse. The fundamental requirement for digital… read more here.
Keywords: system; digital twins; twins nonlinear; nonlinear dynamical ... See more keywords
A modular computational framework for medical digital twins
Sign Up to like & getrecommendations! Published in 2021 at "Proceedings of the National Academy of Sciences of the United States of America"
DOI: 10.1073/pnas.2024287118
Abstract: Significance The digital twin paradigm holds great promise for medicine, even though many technical and scientific challenges remain to be overcome, most importantly the efficient integration of many heterogeneous component models. This is an unsolved… read more here.
Keywords: medicine; digital twins; medical digital; integration ... See more keywords
Digital twins in infrastructure: definitions, current practices, challenges and strategies
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Construction Management"
DOI: 10.1080/15623599.2021.1966980
Abstract: When combined with information and communication technologies and powerful data analytic algorithms such as artificial intelligence, digital twins enable organisations to conserve physical resource... read more here.
Keywords: current practices; digital twins; twins infrastructure; definitions current ... See more keywords