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Mechanistic data science for STEM education and applications / / Wing Kam Liu, Zhengtao Gan, Mark Fleming
| Mechanistic data science for STEM education and applications / / Wing Kam Liu, Zhengtao Gan, Mark Fleming |
| Autore | Liu W. K (Wing Kam) |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2021] |
| Descrizione fisica | 1 online resource (287 pages) |
| Disciplina | 510 |
| Soggetto topico |
Mathematics
Matemàtica Dinàmica Educació STEM |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-030-87832-5 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996466567003316 |
Liu W. K (Wing Kam)
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| Cham, Switzerland : , : Springer, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Mechanistic Data Science for STEM Education and Applications / / by Wing Kam Liu, Zhengtao Gan, Mark Fleming
| Mechanistic Data Science for STEM Education and Applications / / by Wing Kam Liu, Zhengtao Gan, Mark Fleming |
| Autore | Liu W. K (Wing Kam) |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 |
| Descrizione fisica | 1 online resource (287 pages) |
| Disciplina | 510 |
| Collana | Mathematics and Statistics Series |
| Soggetto topico |
Engineering mathematics
Quantitative research Computational intelligence Sampling (Statistics) Engineering design Engineering Mathematics Data Analysis and Big Data Computational Intelligence Methodology of Data Collection and Processing Engineering Design |
| ISBN | 3-030-87832-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1-Introduction to Mechanistic Data Science -- 2-Multimodal Data Generation and Collection -- 3-Optimization and Regression -- 4-Extraction of Mechanistic Features -- 5-Knowledge-Driven Dimension Reduction and Reduced Order Surrogate Models -- 6-Deep Learning for Regression and Classification -- 7-System and Design. |
| Record Nr. | UNINA-9910520077303321 |
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Liu W. K (Wing Kam)
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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