Applications Of Monte Carlo Methods In Biology Medicine And Other Fields Of Science PDF Download
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Author | : Charles J. Mode |
Publisher | : BoD – Books on Demand |
Total Pages | : 442 |
Release | : 2011-02-28 |
Genre | : Computers |
ISBN | : 9533074272 |
Download Applications of Monte Carlo Methods in Biology, Medicine and Other Fields of Science Book in PDF, ePub and Kindle
This volume is an eclectic mix of applications of Monte Carlo methods in many fields of research should not be surprising, because of the ubiquitous use of these methods in many fields of human endeavor. In an attempt to focus attention on a manageable set of applications, the main thrust of this book is to emphasize applications of Monte Carlo simulation methods in biology and medicine.
Author | : Pooneh Saidi Bidokhti |
Publisher | : BoD – Books on Demand |
Total Pages | : 189 |
Release | : 2019-12-18 |
Genre | : Computers |
ISBN | : 1789855454 |
Download Theory, Application, and Implementation of Monte Carlo Method in Science and Technology Book in PDF, ePub and Kindle
The Monte Carlo method is a numerical technique to model the probability of all possible outcomes in a process that cannot easily be predicted due to the interference of random variables. It is a technique used to understand the impact of risk, uncertainty, and ambiguity in forecasting models. However, this technique is complicated by the amount of computer time required to achieve sufficient precision in the simulations and evaluate their accuracy. This book discusses the general principles of the Monte Carlo method with an emphasis on techniques to decrease simulation time and increase accuracy.
Author | : Ralph A. Wheeler |
Publisher | : Elsevier |
Total Pages | : 237 |
Release | : 2014-12-03 |
Genre | : Science |
ISBN | : 0444633979 |
Download Annual Reports in Computational Chemistry Book in PDF, ePub and Kindle
Annual Reports in Computational Chemistry provides timely and critical reviews of important topics in computational chemistry as applied to all chemical disciplines. Topics covered include quantum chemistry, molecular mechanics, force fields, chemical education, and applications in academic and industrial settings. Focusing on the most recent literature and advances in the field, each article covers a specific topic of importance to computational chemists. Quantum chemistry Molecular mechanics Force fields Chemical education and applications in academic and industrial settings
Author | : Neal Noah Madras |
Publisher | : American Mathematical Soc. |
Total Pages | : 113 |
Release | : 2002 |
Genre | : Mathematics |
ISBN | : 0821829785 |
Download Lectures on Monte Carlo Methods Book in PDF, ePub and Kindle
Monte Carlo methods form an experimental branch of mathematics that employs simulations driven by random number generators. These methods are often used when others fail, since they are much less sensitive to the ``curse of dimensionality'', which plagues deterministic methods in problems with a large number of variables. Monte Carlo methods are used in many fields: mathematics, statistics, physics, chemistry, finance, computer science, and biology, for instance. This book is an introduction to Monte Carlo methods for anyone who would like to use these methods to study various kinds of mathematical models that arise in diverse areas of application. The book is based on lectures in a graduate course given by the author. It examines theoretical properties of Monte Carlo methods as well as practical issues concerning their computer implementation and statistical analysis. The only formal prerequisite is an undergraduate course in probability. The book is intended to be accessible to students from a wide range of scientific backgrounds. Rather than being a detailed treatise, it covers the key topics of Monte Carlo methods to the depth necessary for a researcher to design, implement, and analyze a full Monte Carlo study of a mathematical or scientific problem. The ideas are illustrated with diverse running examples. There are exercises sprinkled throughout the text. The topics covered include computer generation of random variables, techniques and examples for variance reduction of Monte Carlo estimates, Markov chain Monte Carlo, and statistical analysis of Monte Carlo output.
Author | : Charles J. Mode |
Publisher | : IntechOpen |
Total Pages | : 440 |
Release | : 2011-02-28 |
Genre | : Computers |
ISBN | : 9789533074276 |
Download Applications of Monte Carlo Methods in Biology, Medicine and Other Fields of Science Book in PDF, ePub and Kindle
This volume is an eclectic mix of applications of Monte Carlo methods in many fields of research should not be surprising, because of the ubiquitous use of these methods in many fields of human endeavor. In an attempt to focus attention on a manageable set of applications, the main thrust of this book is to emphasize applications of Monte Carlo simulation methods in biology and medicine.
Author | : Martin J. Vilela |
Publisher | : Springer Nature |
Total Pages | : 295 |
Release | : 2021-10-21 |
Genre | : Technology & Engineering |
ISBN | : 303086989X |
Download Value of Information and Flexibility Book in PDF, ePub and Kindle
This book presents a consistent methodology for making decisions under uncertain conditions, as is almost always the case. Tools such as value of information and value of flexibility are explored as a means to make more complex and nuanced decisions. The book develops the complete formalism for assessing the value of acquiring information with two novel approaches. Firstly, it integrates the fuzzy characteristics of data, and secondly develops a methodology for assessing data acquisition actions that optimize the value of projects from a holistic perspective. The book also discusses the formalism for including flexibility in the project decision assessment. Practical examples of oil- and gas-related decision problems are included and discussed to facilitate the learning process. This book provides valuable advice and case studies applicable to engineers, researchers, and graduate students, particularly in the oil and gas industry and pharmaceutic industry.
Author | : Wai Kin (Victor) Chan |
Publisher | : BoD – Books on Demand |
Total Pages | : 288 |
Release | : 2013-03-06 |
Genre | : Computers |
ISBN | : 9535110128 |
Download Theory and Applications of Monte Carlo Simulations Book in PDF, ePub and Kindle
The purpose of this book is to introduce researchers and practitioners to recent advances and applications of Monte Carlo Simulation (MCS). Random sampling is the key of the MCS technique. The 11 chapters of this book collectively illustrates how such a sampling technique is exploited to solve difficult problems or analyze complex systems in various engineering and science domains. Issues related to the use of MCS including goodness-of-fit, uncertainty evaluation, variance reduction, optimization, and statistical estimation are discussed and examples of solutions are given. Novel applications of MCS are demonstrated in financial systems modeling, estimation of transition behavior of organic molecules, chemical reaction, particle diffusion, kinetic simulation of biophysics and biological data, and healthcare practices. To enlarge the accessibility of this book, both field-specific background materials and field-specific usages of MCS are introduced in most chapters. The aim of this book is to unify knowledge of MCS from different fields to facilitate research and new applications of MCS.
Author | : Joao Seco |
Publisher | : CRC Press |
Total Pages | : 299 |
Release | : 2021-11-14 |
Genre | : Medical |
ISBN | : 1000455564 |
Download Monte Carlo Techniques in Radiation Therapy Book in PDF, ePub and Kindle
Targets both students or professionals, both novice and experienced, in medical radiotherapy physics. Combines overviews of development, methods and references to facilitate Monte Carlo studies. Focuses on applications in radiotherapy.
Author | : George C. Kagadis |
Publisher | : CRC Press |
Total Pages | : 602 |
Release | : 2018-09-03 |
Genre | : Medical |
ISBN | : 1315362791 |
Download Handbook of Small Animal Imaging Book in PDF, ePub and Kindle
The use of small animal models in basic and preclinical sciences constitutes an integral part of testing new pharmaceutical agents prior to their application in clinical practice. New imaging and therapeutic approaches need to be tested and validated first in animals before application to humans. Handbook of Small Animal Imaging: Preclinical Imaging, Therapy, and Applications collects the latest information about various imaging and therapeutic technologies used in preclinical research into a single source. Useful to established researchers as well as newcomers to the field, this handbook shows readers how to exploit and integrate these imaging and treatment modalities and techniques into their own research. The book first presents introductory material on small animal imaging, therapy, and research ethics. It next covers ionizing radiation and nonionizing radiation methods in small animal imaging, hybrid imaging, and imaging agents. The book then addresses therapeutic research platforms and image quantification, explaining how to ensure accurate measurements of high-quality data. It concludes with an overview of many small animal imaging and therapy applications that demonstrate the strength of the techniques in biomedical fields.
Author | : Pablo Cirrone |
Publisher | : CRC Press |
Total Pages | : 350 |
Release | : 2024-01-26 |
Genre | : Science |
ISBN | : 1000987612 |
Download Monte Carlo in Heavy Charged Particle Therapy Book in PDF, ePub and Kindle
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 different sub-discipline, including multi-ion treatments, flash-radiotherapy, laser-accelerated beams, nanoparticles effects, binary reactions to enhance radiobiology, and space-related issues. This is the first book able to provide a comprehensive insight into this exciting field and the growing use of Monte Carlo in medical physics. It will be of interest to graduate students in medicine and medical physics, in addition to researchers and clinical staff. Key Features: Explores the exciting and interdisciplinary topic of Monte Carlo in particle therapy and medicine Addresses common challenges in the field Edited by an authority on the subject, with chapter contributions from specialists