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Books > Science & Mathematics > Physics > Applied physics & special topics > Chemical physics

Chemistry and Physics of Complex Materials - Concepts and Applications (Paperback): Maria Rajkiewicz, Wiktor Tyszkiewicz,... Chemistry and Physics of Complex Materials - Concepts and Applications (Paperback)
Maria Rajkiewicz, Wiktor Tyszkiewicz, Zbigniew Wertejuk
R2,646 Discovery Miles 26 460 Ships in 12 - 19 working days

This book offers a comprehensive presentation of the concepts, properties, and applications of complex materials. Authors of each chapter use a fundamental approach to define the structure and properties of a wide range of solids on the basis of the local chemical bonding and atomic order present in the material. Emphasizing the physical and chemical origins of different material properties, this important volume focuses on the most technologically important materials being utilized and developed by scientists and engineers.

The Fractal Physics of Polymer Synthesis (Paperback): G.V. Kozlov, A. K. Mikitaev, Gennady Efremovich Zaikov The Fractal Physics of Polymer Synthesis (Paperback)
G.V. Kozlov, A. K. Mikitaev, Gennady Efremovich Zaikov
R2,627 Discovery Miles 26 270 Ships in 12 - 19 working days

Using fractal analysis, irreversible aggregation models, synergetics, and percolation theory, this book describes the main reactions of high-molecular substances. It is the first to give the structural and physical grounds of polymers synthesis and curing based on fractal analysis. It provides a single equation for describing the relationship between the reaction rate constants and the equilibrium constants with the nature of the medium.

Research Methodology in Physics and Chemistry of Surfaces and Interfaces (Paperback): Nekane Guarrotxena Research Methodology in Physics and Chemistry of Surfaces and Interfaces (Paperback)
Nekane Guarrotxena
R2,617 Discovery Miles 26 170 Ships in 12 - 19 working days

This book covers a selection of recent research studies and new developments in physics and chemistry in micro and nanoscale materials. It brings together research contributions from eminent experts in the field from both academic and industry, providing the latest developments in advanced materials chemical domains.

Conceptual Density Functional Theory and Its Application in the Chemical Domain (Paperback): Nazmul Islam, Savas Kaya Conceptual Density Functional Theory and Its Application in the Chemical Domain (Paperback)
Nazmul Islam, Savas Kaya
R2,633 Discovery Miles 26 330 Ships in 12 - 19 working days

In this book, new developments based on conceptual density functional theory (CDFT) and its applications in chemistry are discussed. It also includes discussion of some applications in corrosion and conductivity and synthesis studies based on CDFT. The electronic structure principles-such as the electronegativity equalization principle, the hardness equalization principle, the electrophilicity equalization principle, and the nucleophilicity equalization principle, along studies based on these electronic structure principles-are broadly explained. In recent years some novel methodologies have been developed in the field of CDFT. These methodologies have been used to explore mutual relationships between the descriptors of CDFT, namely electronegativity, hardness, etc. The mutual relationship between the electronegativity and the hardness depend on the electronic configuration of the neutral atomic species. The volume attempts to cover almost all such methodology. Conceptual Density Function Theory and Its Application in the Chemical Domain will be an appropriate guide for research students as well as the supervisors in PhD programs. It will also be valuable resource for inorganic chemists, physical chemists, and quantum chemists. The reviews, research articles, short communications, etc., covered by this book will be appreciated by theoreticians as well as experimentalists.

Chemical Analysis - Modern Materials Evaluation and Testing Methods (Paperback): Ana C. F. Ribeiro, Cecilia I. A. V. Santos,... Chemical Analysis - Modern Materials Evaluation and Testing Methods (Paperback)
Ana C. F. Ribeiro, Cecilia I. A. V. Santos, Gennady E. Zaikov
R2,616 Discovery Miles 26 160 Ships in 12 - 19 working days

This new volume presents leading-edge research in the rapidly changing and evolving field of chemical materials characterization and modification. The topics in the book reflect the diversity of research advances in physical chemistry and electrochemistry, focusing on the preparation, characterization, and applications of polymers and high-density materials. Also covered are various manufacturing techniques. Focusing on the most technologically important materials being utilized and developed by scientists and engineers, the book will help to fill the gap between theory and practice in industry. This comprehensive anthology covers many of the major themes of physical chemistry and electrochemistry, addressing many of the major issues, from concept to technology to implementation. It is an important reference publication that provides new research and updates on a variety of physical chemistry and electrochemistry uses through case studies and supporting technologies, and it also explains the conceptual thinking behind current uses and potential uses not yet implemented. International experts with countless years of experience lend this volume credibility.

Mathematical Modeling and Numerical Methods in Chemical Physics and Mechanics (Paperback): Ali V. Aliev, Olga V. Mishchenkova,... Mathematical Modeling and Numerical Methods in Chemical Physics and Mechanics (Paperback)
Ali V. Aliev, Olga V. Mishchenkova, Alexey M. Lipanov
R2,655 Discovery Miles 26 550 Ships in 12 - 19 working days

The use of mathematical modeling in engineering allows for a significant reduction of material costs associated with design, production, and operation of technical objects, but it is important for an engineer to use the available computational approaches in modeling correctly. Taking into account the level of modern computer technology, this new volume explains how an engineer should properly define the physical and mathematical problem statement, choose the computational approach, and solve the problem by proven reliable computational approach using computer and software applications during the solution of a particular problem. This work is the result of years of the authors' research and experience in the fields of power and rocket engineering where they put into practice the methods of mathematical modeling shown in this valuable volume. The examples in the book are based on two approaches. The first approach involves the use of the relatively simple mathematical system MathCad. The second one involves the solving of problems using Intel Visual Fortran compiler with IMSL Libraries. The use of other software packages (Maple, MathLab, Mathematica) or compilers ( , ++, Visual Basic) for code is equally acceptable in the solution of the problems given in the book. Intended for professors and instructors, scientific researchers, students, and industry professionals, the book will help readers to choose the most appropriate mathematical modeling method to solve engineering problems, and the authors also include methods that allow for the solving of nonmathematical problems as mathematical problems.

Chemical and Biochemical Physics - A Systematic Approach to Experiments, Evaluation, and Modeling (Paperback): David Schiraldi,... Chemical and Biochemical Physics - A Systematic Approach to Experiments, Evaluation, and Modeling (Paperback)
David Schiraldi, Gennady E. Zaikov
R2,624 Discovery Miles 26 240 Ships in 12 - 19 working days

Written by highly regarded experts in the field, this book covers many of the major themes of chemical and biochemical physics, addressing important issues, from concept to technology to implementation. It provides new research and updates on a variety of issues in physical chemistry and biochemical physics. Many chapters include case studies and supporting technologies and explain the conceptual thinking behind current uses and potential uses not yet implemented. By providing an applied and modern approach, this volume presents a wide-ranging view of current developments in applied methodologies in chemical and biochemical physics research.

Simple Models of Complex Nuclei - The Shell Model and Interacting Boson Model (Hardcover): Igal Talmi Simple Models of Complex Nuclei - The Shell Model and Interacting Boson Model (Hardcover)
Igal Talmi
R5,450 Discovery Miles 54 500 Ships in 9 - 17 working days

applications to the structure of atomic nuclei. The author systematically develops these models from the elementary level, through an introduction to tensor algebra, to the use of group theory in spectroscopy. The book's extensive and detailed appendix includes a large selection of useful formulae of tensor algebra and spectroscopy. The serious graduate student, as well as the professional physicist, will find this complete treatment of the shell model to be an invaluable addition to the literature.

Chalcogenide - Carbon Nanotubes and Graphene Composites (Hardcover): Abhay Kumar Singh, Tien-Chien Jen Chalcogenide - Carbon Nanotubes and Graphene Composites (Hardcover)
Abhay Kumar Singh, Tien-Chien Jen
R5,541 Discovery Miles 55 410 Ships in 12 - 19 working days

This is introductory book for researchers, scientists and students in the area of organic and inorganic composite materials. This book has addressed timely the innovative topic "chalcogenide-multiwalled carbon nanotubes and chalcogenide-bilayer graphene" composite materials under a glassy regime. This book will give a clear idea on the concepts of the newly established composite materials area, by providing interpretations of inside physio-chemical mechanism. The remarkable landmark innovations related to this newly introduced research field are included in this book. Additionally, the possible futuristic applications in the area of nanoelectronics, optoelectronics, biomedical etc are also addressed.

Statistical Mechanics - Fundamentals and Modern Applications (Hardcover): R.E. Wilde Statistical Mechanics - Fundamentals and Modern Applications (Hardcover)
R.E. Wilde
R4,931 Discovery Miles 49 310 Ships in 10 - 15 working days

A valuable learning tool for students and an indispensable resource for professional scientists and engineers

Several outstanding features make this book a superior introduction to modern statistical mechanics: It is the only intermediate-level text offering comprehensive coverage of both basic statistical mechanics and modern topics such as molecular dynamic methods, renormalization theory, chaos, polymer chain folding, oscillating chemical reactions, and cellular automata. It is also the only text written at this level to address both equilibrium and nonequilibrium statistical mechanics. Finally, students and professionals alike will appreciate such aids to comprehension as detailed derivations for most equations, more than 100 chapter-end exercises, and 15 computer programs written in FORTRAN that illustrate many of the concepts covered in the text.

Statistical Mechanics begins with a refresher course in the essentials of modern statistical mechanics which, on its own, can serve as a handy pocket guide to basic definitions and formulas. Part II is devoted to equilibrium statistical mechanics. Readers will find in-depth coverage of phase transitions, critical phenomena, liquids, molecular dynamics, Monte Carlo techniques, polymers, and more. Part III focuses on nonequilibrium statistical mechanics and progresses in a logical manner from near-equilibrium systems, for which linear responses can be used, to far-from-equilibrium systems requiring nonlinear differential equations.

Electroinduced Drift of Neutral Charge Clusters in Salt Solutions (Hardcover): Li Hunda, M. a. Kazaryan, I. V. Shamanin Electroinduced Drift of Neutral Charge Clusters in Salt Solutions (Hardcover)
Li Hunda, M. a. Kazaryan, I. V. Shamanin
R5,525 Discovery Miles 55 250 Ships in 12 - 19 working days

Electroinduced Drift of Neutral Charge Clusters in Salt Solutions presents studies of the processes accompanying the effect of periodic electric and magnetic fields on salt solutions in polar dielectric liquids. The authors explain phenomena from a physical point of view, without theoretical constructions and mathematical calculations. This is done in order to make the book accessible to a wide audience and to help the reader navigate in a multilateral topic that is touched upon when studying processes that occur in liquid media under the external influence of an electromagnetic nature. Additional Features: Explores the phenomenon of selective drift of solvated ions in polar dielectric liquids Applies general principles of electricity and magnetism to describe experimental results Demonstrates how small perturbations of the equilibrium distribution determine not the corrections to the effects but the effects themselves Approaches nonequilibrium molecular physics as a science of physical and chemical processes This book will be useful to specialists, engineers and graduate students, especially those recording and transmitting information in liquid media.

Operational Procedures Describing Physical Systems (Paperback): Ioan Merches, Marciel Agop Operational Procedures Describing Physical Systems (Paperback)
Ioan Merches, Marciel Agop
R1,554 Discovery Miles 15 540 Ships in 12 - 19 working days

The authors examine topics in modern physics and offer a unitary and original treatment of the fundamental problems of the dynamics of physical systems, as well as a description of the nuclear matter within a framework of general relativity. They show that some physical phenomena studied at two different resolution scales (e.g. microscale, cosmological scale), apparently with no connection between them, become compatible by means of the operational procedures, acting either as some "hidden" symmetries, or harmonic-type mappings. The book is addressed to the students, researchers and university/high school teachers working in the fields of mathematics, physics, and chemistry.

Small Systems and Fundamentals of Thermodynamics (Paperback): Yu.K. Tovbin Small Systems and Fundamentals of Thermodynamics (Paperback)
Yu.K. Tovbin
R1,584 Discovery Miles 15 840 Ships in 12 - 19 working days

Small systems are a very active area of research and development due to improved instrumentation that allows for spatial resolution in the range of sizes from one to 100 nm. In this size range, many physical and chemical properties change, which opens up new approaches to the study of substances and their practical application. This affects both traditional fields of knowledge and many other new fields including physics, chemistry, biology, etc. This book highlights new developments in statistical thermodynamics that answer the most important questions about the specifics of small systems - when one cannot apply equations or traditional thermodynamic models.

Physics of Radiofrequency Capacitive Discharge (Paperback): V. P. Savinov Physics of Radiofrequency Capacitive Discharge (Paperback)
V. P. Savinov
R1,571 Discovery Miles 15 710 Ships in 12 - 19 working days

This book describes the physical mechanism of high-frequency (radio-frequency) capacitive discharge (RFCD) of low and medium pressure and the properties of discharge plasma in detail. The main properties and characteristics of RFCD, the features of electric breakdown in a high-frequency field are also investigated. The properties of near-electrode layers of a spatial discharge, the nature of the electric field in them, and the processes of charge transport to electrodes are explored. The work is intended for scientists engaged in gas discharge physics and low-temperature plasmas, graduate students and students of physics, physical chemistry, and relevant specialties.

Physics and Applications of Dilute Nitrides (Paperback): I. Buyanova, W. Chen Physics and Applications of Dilute Nitrides (Paperback)
I. Buyanova, W. Chen
R1,587 Discovery Miles 15 870 Ships in 12 - 19 working days

Since their development in the 1990s, it has been discovered that diluted nitrides have intriguing properties that are not only distinct from those of conventional semiconductor materials, but also are conducive to various applications in optoelectronics and photonics. The book examines these applications and presents a broad and in-depth look at the basic electronic and optical properties of diluted nitrides. The aim of Physics and Applications of Diluted Nitrides is to provide graduate students, researchers and engineers with a comprehensive overview of the present knowledge and future perspectives of diluted nitrides. Co-authored by a group of leading scientists in the field, this book brings the reader up to speed on the development and current state of diluted nitride applications, as well as the technologies to be developed in the near future.

Advances in Chemical Physics V123 (Hardcover, Volume 123): I. Prigogine Advances in Chemical Physics V123 (Hardcover, Volume 123)
I. Prigogine
R8,980 Discovery Miles 89 800 Ships in 10 - 15 working days

The latest edition of the leading forum in chemical physics

Edited by Nobel Prize winner Ilya Prigogine and renowned authority Stuart A. Rice, the Advances in Chemical Physics series provides a forum for critical, authoritative evaluations in every area of the discipline. In a format that encourages the expression of individual points of view, experts in the field present comprehensive analyses of subjects of interest. This stand-alone, special topics volume reports recent advances in electron-transfer research, with significant, up-to-date chapters by internationally recognized researchers. Volume 123 collects innovative papers on "Transition Path Sampling," "Dynamics of Chemical Reactions and Chaos," "The Role of Self Similarity in Renormalization Group Theory," and several other related topics. Advances in Chemical Physics remains the premier venue for presentations of new findings in its field.

Nuclear Spin Relaxation in Liquids - Theory, Experiments, and Applications, Second Edition (Paperback, 2nd edition): J ozef... Nuclear Spin Relaxation in Liquids - Theory, Experiments, and Applications, Second Edition (Paperback, 2nd edition)
J ozef Kowalewski, Lena M aler
R1,577 Discovery Miles 15 770 Ships in 12 - 19 working days

Nuclear magnetic resonance (NMR) is widely used across many fields of science because of the rich data it produces, and some of the most valuable data come from studies of nuclear spin relaxation in solution. The first edition of this book, published more than a decade ago, provided an accessible and cohesive treatment of the field. The present second edition is a significant update, covering important new developments in recent years. Collecting relaxation theory, experimental techniques, and illustrative applications into a single volume, this book clarifies the nature of the phenomenon, shows how to study it and explains why such studies are worthwhile. Coverage ranges from basic to rigorous theory and from simple to sophisticated experimental methods. Topics include cross-relaxation, multispin phenomena, relaxation studies of molecular dynamics and structure and special topics such as relaxation in systems with quadrupolar nuclei, in paramagnetic systems and in long-living spin states. Avoiding overly demanding mathematics, the authors explain spin relaxation in a manner that anyone with a familiarity with NMR can follow. The focus is on illustrating and explaining the physical nature of relaxation phenomena. Nuclear Spin Relaxation in Liquids: Theory, Experiments and Applications, 2nd Edition, provides useful supplementary reading for graduate students and is a valuable reference for NMR spectroscopists, whether in chemistry, physics or biochemistry.

Organic Photochemistry and Photophysics (Paperback): V. Ramamurthy, Kirk S. Schanze Organic Photochemistry and Photophysics (Paperback)
V. Ramamurthy, Kirk S. Schanze
R2,047 Discovery Miles 20 470 Ships in 12 - 19 working days

Featuring contributions from leading experts, Organic Photochemistry and Photophysics is a unique resource that addresses the organic photochemistry and photophysical behavior in aromatic molecules, thiocarbonyls, selected porphyrins, and metalloporphyrins. The book presents theories pertaining to radiative and radiationless transitions. It describes excited-state proton-transfer reactions of aromatic compounds and the physical, energetic, and environmental effects of atom transfer reactions. The text discusses the role of the carbonyl and azo groups in ketones and azoalkanes in the development of photochemistry, followed by a review of nucleophilic substitution reactions in the photochemistry of aromatics (also called photosubstitution) and the various atomic bonds that result from these reactions. The book presents studies that explain the factors that govern the nature and efficiencies of SET-promoted photochemical reactions. It then focuses on photoamination as a convenient, powerful, and environmentally friendly synthetic process for transforming a variety of substrates into the corresponding aminated compounds. The final chapter explores how dye structure affects the sequence-dependence of DNA binding, which has potential applications in nonlinear optics and DNA detection as well as incorporating DNA into various nanostructures and devices. With an emphasis on the current uses of light in both materials chemistry and medicinal chemistry, this book serves as a comprehensive resource on photochemical reactions and discusses topics that are useful for researchers as well as newcomers in the fields of photochemistry, photobiology, photomedicine, and photophysics

Coherent Vibrational Dynamics (Paperback): Guglielmo Lanzani, Giulio Cerullo, Sandro De Silvestri Coherent Vibrational Dynamics (Paperback)
Guglielmo Lanzani, Giulio Cerullo, Sandro De Silvestri
R2,043 Discovery Miles 20 430 Ships in 12 - 19 working days

Remarkable developments in the spectroscopy field regarding ultrashort pulse generation have led to the possibility of producing light pulses ranging from 50 to5 fs and frequency tunable from the near infrared to the ultraviolet range. Such pulses enable us to follow the coupling of vibrational motion to the electronic transitions in molecules and solids in real time. Detailing these advanced developments, as well as the fundamental methods and tools of vibrational spectroscopy, Coherent Vibrational Dynamics providesresearchers and students with a uniquely comprehensive resource. With the contributions of pioneering scientists, this seminal volume - * Outlines the principles and tools used on time-domain vibrational spectroscopy and provides a general introduction to the subject of coherent phonons * Describes the modern methods for tunable ultrashort pulse generation from infrared to visible-UV * Reviews coherent vibrational dynamics in small molecules in liquids (hydrogen bonds), and in carbon based conjugated materials (polyenes, carotenoids, and semiconducting polymers) * Explores phonon dynamics in semiconductors (bulk and heterostructures) and in quasi-one-dimensional systems Supplemented with a great number of references, and covering fundamental as well advanced topics, this text provides a valuable reference for both graduate students and senior researchers investigating materials in physics, chemistry, and biology. It is also an excellent starting point for those who want to pursue research in the field of ultrafast optics and spectroscopy.

Parallel Computing in Quantum Chemistry (Paperback): Curtis L. Janssen, Ida M. B. Nielsen Parallel Computing in Quantum Chemistry (Paperback)
Curtis L. Janssen, Ida M. B. Nielsen
R2,035 Discovery Miles 20 350 Ships in 12 - 19 working days

An In-Depth View of Hardware Issues, Programming Practices, and Implementation of Key Methods Exploring the challenges of parallel programming from the perspective of quantum chemists, Parallel Computing in Quantum Chemistry thoroughly covers topics relevant to designing and implementing parallel quantum chemistry programs. Focusing on good parallel program design and performance analysis, the first part of the book deals with parallel computer architectures and parallel computing concepts and terminology. The authors discuss trends in hardware, methods, and algorithms; parallel computer architectures and the overall system view of a parallel computer; message-passing; parallelization via multi-threading; measures for predicting and assessing the performance of parallel algorithms; and fundamental issues of designing and implementing parallel programs. The second part contains detailed discussions and performance analyses of parallel algorithms for a number of important and widely used quantum chemistry procedures and methods. The book presents schemes for the parallel computation of two-electron integrals, details the Hartree-Fock procedure, considers the parallel computation of second-order Moller-Plesset energies, and examines the difficulties of parallelizing local correlation methods. Through a solid assessment of parallel computing hardware issues, parallel programming practices, and implementation of key methods, this invaluable book enables readers to develop efficient quantum chemistry software capable of utilizing large-scale parallel computers.

Optical Spectroscopy of Lanthanides - Magnetic and Hyperfine Interactions (Paperback): Brian G. Wybourne, Lidia Smentek Optical Spectroscopy of Lanthanides - Magnetic and Hyperfine Interactions (Paperback)
Brian G. Wybourne, Lidia Smentek
R2,053 Discovery Miles 20 530 Ships in 12 - 19 working days

Optical Spectroscopy of Lanthanides: Magnetic and Hyperfine Interactions represents the sixth and final book by the late Brian Wybourne, an accomplished pioneer in the spectroscopy of rare earth ions, and Lidia Smentek, a leading theoretical physicist in the field. The book provides a definitive and up-to-date theoretical description of spectroscopic properties of lanthanides doped in various materials. The book integrates computer-assisted calculations developed since Wybourne's classic publication on the topic. It contains useful Maple (TM) routines, discussions, and new aspects of the theory of f-electron systems. Establishing a unified basis for understanding state-of-the-art applications and techniques used in the field, the book reviews fundamentals based on Wybourne's graduate lectures, which include the theory of nuclei, the theory of angular momentum, Racah algebra, and effective tensor operators. It then describes magnetic and hyperfine interactions and their impact on the energy structure and transition amplitudes of the lanthanide ions. The text culminates with a relativistic description of f f electric and magnetic dipole transitions, covering sensitized luminescence and a new parametrization scheme of f-spectra. Optical Spectroscopy of Lanthanides enables scientists to construct accurate and reliable theoretical models to elucidate lanthanides and their properties. This text is ideal for exploring a range of lanthanide applications including electronic data storage, lasers, superconductors, medicine, nuclear engineering, and nanomaterials.

The Physical Properties of Thin Metal Films (Paperback): G.P. Zhigal'Skii, Brian K. Jones The Physical Properties of Thin Metal Films (Paperback)
G.P. Zhigal'Skii, Brian K. Jones
R1,315 Discovery Miles 13 150 Ships in 12 - 19 working days

Thin films of conducting materials, such as metals, alloys and semiconductors are currently in use in many areas of science and technology, particularly in modern integrated circuit microelectronics that require high quality thin films for the manufacture of connection layers, resistors and ohmic contacts. These conducting films are also important for fundamental investigations in physics, radio-physics and physical chemistry. Physical Properties of Thin Metal Films provides a clear presentation of the complex physical properties particular to thin conducting films and includes the necessary theory, confirming experiments and applications. The volume will be an invaluable reference for graduates, engineers and scientists working in the electronics industry and fields of pure and applied science.

CRC Handbook of Nucleobase Complexes - Transition Metal Complexes of Naturally Occurring Nucleobases and Their Derivatives... CRC Handbook of Nucleobase Complexes - Transition Metal Complexes of Naturally Occurring Nucleobases and Their Derivatives (Paperback)
James R. Lusty
R984 R866 Discovery Miles 8 660 Save R118 (12%) Ships in 12 - 19 working days

The purpose of this easy-to-use handbook is to provide a quick, accessible reference to nucleobase complexes. It describes these complexes with reference to methods of preparation, their characterization, and their toxicity and therapeutic indices. It lists the modes of coordination together with the relevant spectral data and major methods of investigation. This concise resource guide also includes data on the uncomplexed bases, such as solubility, pk, accepted structures in the solid state and solutions, and the natural occurrence of the base. Investigators in the fields of transition metal chemistry, biological inorganic chemistry and those working in medical laboratories will find this handbook indispensable.

Operational Procedures Describing Physical Systems (Hardcover): Ioan Merches, Marciel Agop Operational Procedures Describing Physical Systems (Hardcover)
Ioan Merches, Marciel Agop
R4,920 Discovery Miles 49 200 Ships in 12 - 19 working days

The authors examine topics in modern physics and offer a unitary and original treatment of the fundamental problems of the dynamics of physical systems, as well as a description of the nuclear matter within a framework of general relativity. They show that some physical phenomena studied at two different resolution scales (e.g. microscale, cosmological scale), apparently with no connection between them, become compatible by means of the operational procedures, acting either as some "hidden" symmetries, or harmonic-type mappings. The book is addressed to the students, researchers and university/high school teachers working in the fields of mathematics, physics, and chemistry.

Neural Networks in Chemical Reaction Dynamics (Hardcover): Lionel Raff, Ranga Komanduri, Martin Hagan, Satish Bukkapatnam Neural Networks in Chemical Reaction Dynamics (Hardcover)
Lionel Raff, Ranga Komanduri, Martin Hagan, Satish Bukkapatnam
R2,866 Discovery Miles 28 660 Ships in 12 - 19 working days

This monograph presents recent advances in neural network (NN) approaches and applications to chemical reaction dynamics. Topics covered include: (i) the development of ab initio potential-energy surfaces (PES) for complex multichannel systems using modified novelty sampling and feedforward NNs; (ii) methods for sampling the configuration space of critical importance, such as trajectory and novelty sampling methods and gradient fitting methods; (iii) parametrization of interatomic potential functions using a genetic algorithm accelerated with a NN; (iv) parametrization of analytic interatomic potential functions using NNs; (v) self-starting methods for obtaining analytic PES from ab inito electronic structure calculations using direct dynamics; (vi) development of a novel method, namely, combined function derivative approximation (CFDA) for simultaneous fitting of a PES and its corresponding force fields using feedforward neural networks; (vii) development of generalized PES using many-body expansions, NNs, and moiety energy approximations; (viii) NN methods for data analysis, reaction probabilities, and statistical error reduction in chemical reaction dynamics; (ix) accurate prediction of higher-level electronic structure energies (e.g. MP4 or higher) for large databases using NNs, lower-level (Hartree-Fock) energies, and small subsets of the higher-energy database; and finally (x) illustrative examples of NN applications to chemical reaction dynamics of increasing complexity starting from simple near equilibrium structures (vibrational state studies) to more complex non-adiabatic reactions.
The monograph is prepared by an interdisciplinary group of researchers working as a team for nearly two decades at Oklahoma State University, Stillwater, OK with expertise in gas phase reaction dynamics; neural networks; various aspects of MD and Monte Carlo (MC) simulations of nanometric cutting, tribology, and material properties at nanoscale; scaling laws from atomistic to continuum; and neural networks applications to chemical reaction dynamics. It is anticipated that this emerging field of NN in chemical reaction dynamics will play an increasingly important role in MD, MC, and quantum mechanical studies in the years to come.

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