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A Toolbox for Digital Twins: From Model-Based to Data-Driven - Math in Industry
Mark Asch
A Toolbox for Digital Twins: From Model-Based to Data-Driven - Math in Industry
Mark Asch
Brings together the mathematical and numerical frameworks needed for developing digital twins (DTs). Starting from the basics - probability, statistics, numerical methods, optimization, machine learning - and moving on to data assimilation, inverse problems, and Bayesian uncertainty quantification, the book provides a comprehensive toolbox for DTs.
832 pages
Media | Books Paperback Book (Book with soft cover and glued back) |
Released | September 30, 2022 |
ISBN13 | 9781611976960 |
Publishers | Society for Industrial & Applied Mathema |
Pages | 832 |
Dimensions | 180 × 260 × 46 mm · 1.90 kg |
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