Fluid Machine Learning

Applied Machine Learning and High-Performance Computing on AWS  eBooks & eLearning

Posted by Free butterfly at Oct. 24, 2023
Applied Machine Learning and High-Performance Computing on AWS

Applied Machine Learning and High-Performance Computing on AWS: Accelerate the development of machine learning applications following architectural best practices by Mani Khanuja, Farooq Sabir, Shreyas Subramanian
English | December 30, 2022 | ISBN: 1803237015 | 382 pages | PDF, EPUB | 38 Mb

Machine Learning Control – Taming Nonlinear Dynamics and Turbulence  eBooks & eLearning

Posted by AvaxGenius at Feb. 28, 2023
Machine Learning Control – Taming Nonlinear Dynamics and Turbulence

Machine Learning Control – Taming Nonlinear Dynamics and Turbulence by Thomas Duriez , Steven L. Brunton , Bernd R. Noack
English | EPUB | 2017 | 229 Pages | ISBN : 331940623X | 4.4 MB

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 optimal nonlinear control laws. This machine learning control (MLC) is motivated and detailed in Chapters 1 and 2. In Chapter 3, methods of linear control theory are reviewed. In Chapter 4, MLC is shown to reproduce known optimal control laws for linear dynamics (LQR, LQG). In Chapter 5, MLC detects and exploits a strongly nonlinear actuation mechanism of a low-dimensional dynamical system when linear control methods are shown to fail. Experimental control demonstrations from a laminar shear-layer to turbulent boundary-layers are reviewed in Chapter 6, followed by general good practices for experiments in Chapter 7.
Data Analysis for Direct Numerical Simulations of Turbulent Combustion: From Equation-Based Analysis to Machine Learning

Heinz Pitsch, "Data Analysis for Direct Numerical Simulations of Turbulent Combustion: From Equation-Based Analysis to Machine Learning"
English | ISBN: 3030447170 | 2020 | 301 pages | PDF | 15 MB

Machine Learning for Cyber Security  eBooks & eLearning

Posted by yoyoloit at Nov. 24, 2022
Machine Learning for Cyber Security

Machine Learning for Cyber Security
by Preeti Malik, Lata Nautiyal, Mangey Ram

English | 2023 | ISBN: ‎ 3110766736 | 160 pages | True PDF EPUB | 22.77 MB

Predicting Natural Disasters With AI and Machine Learning  eBooks & eLearning

Posted by yoyoloit at Dec. 10, 2024
Predicting Natural Disasters With AI and Machine Learning

Predicting Natural Disasters With AI and Machine Learning
by Satishkumar D.

English | 2024 | ISBN: 9798369322802 | 360 pages | True PDF EPUB | 34.76 MB

Data-Driven Fluid Mechanics: Combining First Principles and Machine Learning  eBooks & eLearning

Posted by hill0 at Jan. 12, 2023
Data-Driven Fluid Mechanics: Combining First Principles and Machine Learning

Data-Driven Fluid Mechanics: Combining First Principles and Machine Learning
English | 2023 | ISBN: 1108842143 | 469 Pages | PDF | 129 MB
Applied Machine Learning and High Performance Computing on AWS: Accelerate development of machine learning applications

Applied Machine Learning and High-Performance Computing on AWS
by Mani Khanuja | Farooq Sabir | Shreyas Subramanian | Trenton Potgieter

English | 2022 | ISBN: ‎ 1803237015 | 382 pages | True PDF EPUB | 38.19 MB

Deep Learning with C#, .Net and Kelp.Net: The Ultimate Kelp.Net Deep Learning Guide  eBooks & eLearning

Posted by yoyoloit at July 29, 2021
Deep Learning with C#, .Net and Kelp.Net: The Ultimate Kelp.Net Deep Learning Guide

Deep Learning with C#, .Net and Kelp.Net
by Matt R. Cole

English | 2020 | ISBN: 9388511018 | 599 pages | True EPUB | 6.09 MB

Predicting Natural Disasters With AI and Machine Learning  eBooks & eLearning

Posted by yoyoloit at Dec. 10, 2024
Predicting Natural Disasters With AI and Machine Learning

Predicting Natural Disasters With AI and Machine Learning
by Satishkumar D.

English | 2024 | ISBN: 9798369322802 | 360 pages | True PDF EPUB | 34.76 MB
Optimization, Uncertainty and Machine Learning in Wind Energy Conversion Systems

Optimization, Uncertainty and Machine Learning in Wind Energy Conversion Systems
English | 2025 | ISBN: 9819779081 | 470 Pages | PDF EPUB (True) | 59 MB