Mechanistic Data Science for STEM Education and Applications
portes grátis
Mechanistic Data Science for STEM Education and Applications
Liu, Wing Kam; Gan, Zhengtao; Fleming, Mark
Springer Nature Switzerland AG
12/2022
276
Mole
Inglês
9783030878344
15 a 20 dias
450
Descrição não disponível.
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
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Data science;machine learning;deep learning;mechanistic modeling;mathematical science and engineering
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
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
