Data Driven Science and Engineering Book [PDF] Download

• Publisher : Cambridge University Press
• File Size : 35,5 Mb
• Release Date : 05 May 2022

A textbook covering data-science and machine learning methods for modelling and control in engineering and science, with Python and MATLAB®.

• Publisher : Oxford University Press
• File Size : 38,9 Mb
• Release Date : 08 August 2013

Combining scientific computing methods and algorithms with modern data analysis techniques, including basic applications of compressive sensing and machine learning, this book develops techniques that allow for the integration of

• Publisher : Springer
• File Size : 25,8 Mb
• Release Date : 27 July 2016

This book introduces condition-based maintenance (CBM)/data-driven prognostics and health management (PHM) in detail, first explaining the PHM design approach from a systems engineering perspective, then summarizing and elaborating on

• Publisher : SIAM
• File Size : 48,7 Mb
• Release Date : 23 November 2016

Data-driven dynamical systems is a burgeoning field?it connects how measurements of nonlinear dynamical systems and/or complex systems can be used with well-established methods in dynamical systems theory. This

• Publisher : Springer Nature
• File Size : 49,7 Mb
• Release Date : 09 October 2021

This book addresses the emerging paradigm of data-driven engineering design. In the big-data era, data is becoming a strategic asset for global manufacturers. This book shows how the power of

• Publisher : Springer
• File Size : 54,7 Mb
• Release Date : 02 November 2016

This is the first textbook on a generally applicable control strategy for turbulence and other complex nonlinear systems. The approach of the book employs powerful methods of machine learning for

• Publisher : Butterworth-Heinemann
• File Size : 44,6 Mb
• Release Date : 10 July 2013

Materials informatics: a ‘hot topic’ area in materials science, aims to combine traditionally bio-led informatics with computational methodologies, supporting more efficient research by identifying strategies for time- and cost-effective analysis.

• Publisher : Springer
• File Size : 54,5 Mb
• Release Date : 13 June 2019

This book has two main goals: to define data science through the work of data scientists and their results, namely data products, while simultaneously providing the reader with relevant lessons

• Publisher : Apress
• File Size : 23,9 Mb
• Release Date : 27 March 2018

Discover solutions to common obstacles faced by project managers. Written as a business novel, the book is highly interactive, allowing readers to participate and consider options at each stage of

• Publisher : Springer Science & Business Media
• File Size : 44,6 Mb
• Release Date : 26 November 2013

“Data-Driven Modeling: Using MATLAB® in Water Resources and Environmental Engineering” provides a systematic account of major concepts and methodologies for data-driven models and presents a unified framework that makes the