Learn how machine learning algorithms work from the ground up so you can effectively troubleshoot your models and improve their performance.Fully understanding how machine learning algorithms function is essential for any serious ML engineer. In Mach...Loe edasi...
Sari: Series in Medical Physics and Biomedical Engineering
(Ilmumisaeg: 26-Jan-2024, PDF+DRM, Kirjastus: Taylor & Francis Ltd, ISBN-13: 9781000987614)
This book explores the current difficulties and unsolved problems in the field of particle therapy and, after analysing them, discusses how (and if) innovative Monte Carlo approaches can be used to solve them. Each book chapter is dedicated to a diff...Loe edasi...
Sari: Series in Medical Physics and Biomedical Engineering
(Ilmumisaeg: 26-Jan-2024, EPUB+DRM, Kirjastus: Taylor & Francis Ltd, ISBN-13: 9781000987652)
This book explores the current difficulties and unsolved problems in the field of particle therapy and, after analysing them, discusses how (and if) innovative Monte Carlo approaches can be used to solve them. Each book chapter is dedicated to a diff...Loe edasi...
(Ilmumisaeg: 10-Aug-2023, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031372421)
This book describes the computational methods most frequently used to deal with the interaction of charged particles, notably electrons, with condensed matter. Both elastic and inelastic scattering phenomena are discussed, and methods for calculating...Loe edasi...
(Ilmumisaeg: 10-Aug-2023, EPUB+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031372421)
This book describes the computational methods most frequently used to deal with the interaction of charged particles, notably electrons, with condensed matter. Both elastic and inelastic scattering phenomena are discussed, and methods for calculating...Loe edasi...
Sari: Synthesis Lectures on Mathematics & Statistics
(Ilmumisaeg: 15-Jun-2023, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031338861)
This book ?offers step-by-step descriptions of various random systems and explores the world of computer simulations. In addition, this book offers a working introduction to those who want to learn how to create and run Monte Carlo simulations....Loe edasi...
Sari: Synthesis Lectures on Mathematics & Statistics
(Ilmumisaeg: 15-Jun-2023, EPUB+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031338861)
This book ?offers step-by-step descriptions of various random systems and explores the world of computer simulations. In addition, this book offers a working introduction to those who want to learn how to create and run Monte Carlo simulations....Loe edasi...
Sari: Synthesis Lectures on Mathematics & Statistics
(Ilmumisaeg: 23-Feb-2023, EPUB+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031232947)
This book provides practical demonstrations of how to carry out definite integrals with Monte Carlo methods using Mathematica. Random variates are sampled by the inverse transform method and the acceptance-rejection method using uniform, linear...Loe edasi...
Sari: Synthesis Lectures on Mathematics & Statistics
(Ilmumisaeg: 23-Feb-2023, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031232947)
This book provides practical demonstrations of how to carry out definite integrals with Monte Carlo methods using Mathematica. Random variates are sampled by the inverse transform method and the acceptance-rejection method using uniform, linear...Loe edasi...
Hamiltonian Monte Carlo Methods in Machine Learning introduces methods for optimal tuning of HMC parameters, along with an introduction of Shadow and Non-canonical HMC methods with improvements and speedup. Lastly, the authors address the critical is...Loe edasi...
Hamiltonian Monte Carlo Methods in Machine Learning introduces methods for optimal tuning of HMC parameters, along with an introduction of Shadow and Non-canonical HMC methods with improvements and speedup. Lastly, the authors address the critical is...Loe edasi...
This textbook explains the fundamentals of Markov Chain Monte Carlo (MCMC) without assuming advanced knowledge of mathematics and programming. MCMC is a powerful technique that can be used to integrate complicated functions or to handle&n...Loe edasi...
This textbook explains the fundamentals of Markov Chain Monte Carlo (MCMC) without assuming advanced knowledge of mathematics and programming. MCMC is a powerful technique that can be used to integrate complicated functions or to handle&n...Loe edasi...
(Ilmumisaeg: 08-Sep-2022, EPUB+DRM, Kirjastus: Taylor & Francis Ltd, ISBN-13: 9781000655704)
Monte-Carlo techniques have increasingly become a key method used in quantitative research. This book introduces engineers and scientists to the basics of using the Monte-Carlo simulation method which is used in Operations Research and other fields t...Loe edasi...
(Ilmumisaeg: 08-Sep-2022, PDF+DRM, Kirjastus: Taylor & Francis Ltd, ISBN-13: 9781000655636)
Monte-Carlo techniques have increasingly become a key method used in quantitative research. This book introduces engineers and scientists to the basics of using the Monte-Carlo simulation method which is used in Operations Research and other fields t...Loe edasi...
The Monte Carlo method is one of the top 10 algorithms in the 20th century. This book is focusing on the Monte Carlo method for solving deterministic partial differential equations (PDEs), especially its application to electronic design automati...Loe edasi...
The Monte Carlo method is one of the top 10 algorithms in the 20th century. This book is focusing on the Monte Carlo method for solving deterministic partial differential equations (PDEs), especially its application to electronic design automati...Loe edasi...
Exploring Monte Carlo Methods, Second Edition provides a valuable introduction to the numerical methods that have come to be known as "e;Monte Carlo."e; This unique and trusted resource for course use, as well as researcher reference, offers...Loe edasi...
Exploring Monte Carlo Methods, Second Edition provides a valuable introduction to the numerical methods that have come to be known as "e;Monte Carlo."e; This unique and trusted resource for course use, as well as researcher reference, offers...Loe edasi...
