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Book
Arnold diffusion for smooth systems of two and a half degrees of freedom
Authors: ---
ISBN: 0691204934 Year: 2021 Publisher: Princeton : Princeton University Press,

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Abstract

Arnold diffusion, which concerns the appearance of chaos in classical mechanics, is one of the most important problems in the fields of dynamical systems and mathematical physics. Since it was discovered by Vladimir Arnold in 1963, it has attracted the efforts of some of the most prominent researchers in mathematics. The question is whether a typical perturbation of a particular system will result in chaotic or unstable dynamical phenomena. This book provides the first complete proof of Arnold diffusion, demonstrating that that there is topological instability for typical perturbations of five-dimensional integrable systems (two and a half degrees of freedom).

Green's function estimates for lattice Schrödinger operators and applications
Author:
ISBN: 0691120978 1322075719 1400837146 0691120986 9780691120980 9781400837144 9780691120973 9781322075716 Year: 2005 Publisher: Princeton, New Jersey : Princeton University Press,

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This book presents an overview of recent developments in the area of localization for quasi-periodic lattice Schrödinger operators and the theory of quasi-periodicity in Hamiltonian evolution equations. The physical motivation of these models extends back to the works of Rudolph Peierls and Douglas R. Hofstadter, and the models themselves have been a focus of mathematical research for two decades. Jean Bourgain here sets forth the results and techniques that have been discovered in the last few years. He puts special emphasis on so-called "non-perturbative" methods and the important role of subharmonic function theory and semi-algebraic set methods. He describes various applications to the theory of differential equations and dynamical systems, in particular to the quantum kicked rotor and KAM theory for nonlinear Hamiltonian evolution equations. Intended primarily for graduate students and researchers in the general area of dynamical systems and mathematical physics, the book provides a coherent account of a large body of work that is presently scattered in the literature. It does so in a refreshingly contained manner that seeks to convey the present technological "state of the art."

Keywords

Schrödinger operator. --- Green's functions. --- Hamiltonian systems. --- Evolution equations. --- Evolutionary equations --- Equations, Evolution --- Equations of evolution --- Hamiltonian dynamical systems --- Systems, Hamiltonian --- Functions, Green's --- Functions, Induction --- Functions, Source --- Green functions --- Induction functions --- Source functions --- Operator, Schrödinger --- Differential equations --- Differentiable dynamical systems --- Potential theory (Mathematics) --- Differential operators --- Quantum theory --- Schrödinger equation --- Almost Mathieu operator. --- Analytic function. --- Anderson localization. --- Betti number. --- Cartan's theorem. --- Chaos theory. --- Density of states. --- Dimension (vector space). --- Diophantine equation. --- Dynamical system. --- Equation. --- Existential quantification. --- Fundamental matrix (linear differential equation). --- Green's function. --- Hamiltonian system. --- Hermitian adjoint. --- Infimum and supremum. --- Iterative method. --- Jacobi operator. --- Linear equation. --- Linear map. --- Linearization. --- Monodromy matrix. --- Non-perturbative. --- Nonlinear system. --- Normal mode. --- Parameter space. --- Parameter. --- Parametrization. --- Partial differential equation. --- Periodic boundary conditions. --- Phase space. --- Phase transition. --- Polynomial. --- Renormalization. --- Self-adjoint. --- Semialgebraic set. --- Special case. --- Statistical significance. --- Subharmonic function. --- Summation. --- Theorem. --- Theory. --- Transfer matrix. --- Transversality (mathematics). --- Trigonometric functions. --- Trigonometric polynomial. --- Uniformization theorem.


Book
Machine Learning, Low-Rank Approximations and Reduced Order Modeling in Computational Mechanics
Authors: ---
ISBN: 3039214101 3039214098 Year: 2019 Publisher: MDPI - Multidisciplinary Digital Publishing Institute

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The use of machine learning in mechanics is booming. Algorithms inspired by developments in the field of artificial intelligence today cover increasingly varied fields of application. This book illustrates recent results on coupling machine learning with computational mechanics, particularly for the construction of surrogate models or reduced order models. The articles contained in this compilation were presented at the EUROMECH Colloquium 597, « Reduced Order Modeling in Mechanics of Materials », held in Bad Herrenalb, Germany, from August 28th to August 31th 2018. In this book, Artificial Neural Networks are coupled to physics-based models. The tensor format of simulation data is exploited in surrogate models or for data pruning. Various reduced order models are proposed via machine learning strategies applied to simulation data. Since reduced order models have specific approximation errors, error estimators are also proposed in this book. The proposed numerical examples are very close to engineering problems. The reader would find this book to be a useful reference in identifying progress in machine learning and reduced order modeling for computational mechanics.

Keywords

supervised machine learning --- proper orthogonal decomposition (POD) --- PGD compression --- stabilization --- nonlinear reduced order model --- gappy POD --- symplectic model order reduction --- neural network --- snapshot proper orthogonal decomposition --- 3D reconstruction --- microstructure property linkage --- nonlinear material behaviour --- proper orthogonal decomposition --- reduced basis --- ECSW --- geometric nonlinearity --- POD --- model order reduction --- elasto-viscoplasticity --- sampling --- surrogate modeling --- model reduction --- enhanced POD --- archive --- modal analysis --- low-rank approximation --- computational homogenization --- artificial neural networks --- unsupervised machine learning --- large strain --- reduced-order model --- proper generalised decomposition (PGD) --- a priori enrichment --- elastoviscoplastic behavior --- error indicator --- computational homogenisation --- empirical cubature method --- nonlinear structural mechanics --- reduced integration domain --- model order reduction (MOR) --- structure preservation of symplecticity --- heterogeneous data --- reduced order modeling (ROM) --- parameter-dependent model --- data science --- Hencky strain --- dynamic extrapolation --- tensor-train decomposition --- hyper-reduction --- empirical cubature --- randomised SVD --- machine learning --- inverse problem plasticity --- proper symplectic decomposition (PSD) --- finite deformation --- Hamiltonian system --- DEIM --- GNAT


Book
An Introduction to Linear Transformations in Hilbert Space. (AM-4), Volume 4
Author:
ISBN: 1400882265 Year: 2016 Publisher: Princeton, NJ : Princeton University Press,

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The description for this book, An Introduction to Linear Transformations in Hilbert Space. (AM-4), Volume 4, will be forthcoming.

Impulsive and hybrid dynamical systems : stability, dissipativity, and control
Authors: --- ---
ISBN: 1400865247 9781400865246 9780691127156 0691127158 Year: 2006 Publisher: Princeton, New Jersey ; Oxfordshire, England : Princeton University Press,

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This book develops a general analysis and synthesis framework for impulsive and hybrid dynamical systems. Such a framework is imperative for modern complex engineering systems that involve interacting continuous-time and discrete-time dynamics with multiple modes of operation that place stringent demands on controller design and require implementation of increasing complexity--whether advanced high-performance tactical fighter aircraft and space vehicles, variable-cycle gas turbine engines, or air and ground transportation systems. Impulsive and Hybrid Dynamical Systems goes beyond similar treatments by developing invariant set stability theorems, partial stability, Lagrange stability, boundedness, ultimate boundedness, dissipativity theory, vector dissipativity theory, energy-based hybrid control, optimal control, disturbance rejection control, and robust control for nonlinear impulsive and hybrid dynamical systems. A major contribution to mathematical system theory and control system theory, this book is written from a system-theoretic point of view with the highest standards of exposition and rigor. It is intended for graduate students, researchers, and practitioners of engineering and applied mathematics as well as computer scientists, physicists, and other scientists who seek a fundamental understanding of the rich dynamical behavior of impulsive and hybrid dynamical systems.

Keywords

Automatic control. --- Control theory. --- Dynamics. --- Discrete-time systems. --- Dynamical systems --- Kinetics --- Mathematics --- Mechanics, Analytic --- Force and energy --- Mechanics --- Physics --- Statics --- Dynamics --- Machine theory --- Control engineering --- Control equipment --- Control theory --- Engineering instruments --- Automation --- Programmable controllers --- DES (System analysis) --- Discrete event systems --- Sampled-data systems --- Digital control systems --- Discrete mathematics --- System analysis --- Linear time invariant systems --- Actuator. --- Adaptive control. --- Algorithm. --- Amplitude. --- Analog computer. --- Arbitrarily large. --- Asymptote. --- Asymptotic analysis. --- Axiom. --- Balance equation. --- Bode plot. --- Boundedness. --- Calculation. --- Center of mass (relativistic). --- Coefficient of restitution. --- Continuous function. --- Convex set. --- Differentiable function. --- Differential equation. --- Dissipation. --- Dissipative system. --- Dynamical system. --- Dynamical systems theory. --- Energy. --- Equations of motion. --- Equilibrium point. --- Escapement. --- Euler–Lagrange equation. --- Exponential stability. --- Forms of energy. --- Hamiltonian mechanics. --- Hamiltonian system. --- Hermitian matrix. --- Hooke's law. --- Hybrid system. --- Identity matrix. --- Inequality (mathematics). --- Infimum and supremum. --- Initial condition. --- Instability. --- Interconnection. --- Invariance theorem. --- Isolated system. --- Iterative method. --- Jacobian matrix and determinant. --- Lagrangian (field theory). --- Lagrangian system. --- Lagrangian. --- Likelihood-ratio test. --- Limit cycle. --- Limit set. --- Linear function. --- Linearization. --- Lipschitz continuity. --- Lyapunov function. --- Lyapunov stability. --- Mass balance. --- Mathematical optimization. --- Melting. --- Mixture. --- Moment of inertia. --- Momentum. --- Monotonic function. --- Negative feedback. --- Nonlinear programming. --- Nonlinear system. --- Nonnegative matrix. --- Optimal control. --- Ordinary differential equation. --- Orthant. --- Parameter. --- Partial differential equation. --- Passive dynamics. --- Poincaré conjecture. --- Potential energy. --- Proof mass. --- Quantity. --- Rate function. --- Requirement. --- Robust control. --- Second law of thermodynamics. --- Semi-infinite. --- Small-gain theorem. --- Special case. --- Spectral radius. --- Stability theory. --- State space. --- Stiffness. --- Supply (economics). --- Telecommunication. --- Theorem. --- Transpose. --- Uncertainty. --- Uniform boundedness. --- Uniqueness. --- Vector field. --- Vibration. --- Zeroth (software). --- Zeroth law of thermodynamics.


Book
Contributions to the Theory of Nonlinear Oscillations (AM-41), Volume IV
Author:
ISBN: 1400881757 Year: 2016 Publisher: Princeton, NJ : Princeton University Press,

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Abstract

The description for this book, Contributions to the Theory of Nonlinear Oscillations (AM-41), Volume IV, will be forthcoming.

Keywords

Nonlinear oscillations. --- Algebraic curve. --- Analytic continuation. --- Analytic function. --- Asymptotic analysis. --- Banach space. --- Big O notation. --- Boundary value problem. --- Calculation. --- Canonical transformation. --- Cartesian coordinate system. --- Change of variables. --- Characteristic exponent. --- Coefficient. --- Computation. --- Conic section. --- Continuous function. --- Convex set. --- Counterexample. --- Curvature. --- Curve. --- Degrees of freedom (statistics). --- Derivative. --- Diagram (category theory). --- Differentiable function. --- Differential equation. --- Dimension. --- Dimensional analysis. --- Division by zero. --- Eigenvalues and eigenvectors. --- Elementary proof. --- Equation. --- Essential singularity. --- Existence theorem. --- Existential quantification. --- Exterior (topology). --- Fixed-point theorem. --- Forcing (mathematics). --- Forcing (recursion theory). --- Function space. --- Functional equation. --- Hamiltonian system. --- Hyperplane. --- Inflection point. --- Initial condition. --- Initial value problem. --- Integral equation. --- Inverse function. --- Iteration. --- Lagrangian mechanics. --- Lefschetz fixed-point theorem. --- Limit cycle. --- Limit of a sequence. --- Limit point. --- Limit set. --- Line segment. --- Linearity. --- Line–line intersection. --- Lipschitz continuity. --- Lyapunov stability. --- Mathematical optimization. --- Mathematics. --- Monotonic function. --- Newton polygon. --- Nonlinear system. --- Orbital stability. --- Ordinary differential equation. --- Ordinate. --- Parameter. --- Parametrization. --- Parity (mathematics). --- Partial derivative. --- Periodic function. --- Periodic point. --- Perturbation theory (quantum mechanics). --- Phase space. --- Power series. --- Principal part. --- Proportionality (mathematics). --- Quadratic. --- Real variable. --- Scalar (physics). --- Scientific notation. --- Sign (mathematics). --- Significant figures. --- Solomon Lefschetz. --- Special case. --- Sturm–Liouville theory. --- Subset. --- Surface of revolution. --- Theorem. --- Theory. --- Three-dimensional space (mathematics). --- Transversal (geometry). --- Unification (computer science). --- Upper half-plane. --- Variable (mathematics). --- Variational method (quantum mechanics). --- Vector field. --- Vector notation. --- Zero of a function.


Book
Stable and Random Motions in Dynamical Systems : With Special Emphasis on Celestial Mechanics (AM-77)
Author:
ISBN: 1400882699 Year: 2016 Publisher: Princeton, NJ : Princeton University Press,

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For centuries, astronomers have been interested in the motions of the planets and in methods to calculate their orbits. Since Newton, mathematicians have been fascinated by the related N-body problem. They seek to find solutions to the equations of motion for N masspoints interacting with an inverse-square-law force and to determine whether there are quasi-periodic orbits or not. Attempts to answer such questions have led to the techniques of nonlinear dynamics and chaos theory. In this book, a classic work of modern applied mathematics, Jürgen Moser presents a succinct account of two pillars of the theory: stable and chaotic behavior. He discusses cases in which N-body motions are stable, covering topics such as Hamiltonian systems, the (Moser) twist theorem, and aspects of Kolmogorov-Arnold-Moser theory. He then explores chaotic orbits, exemplified in a restricted three-body problem, and describes the existence and importance of homoclinic points. This book is indispensable for mathematicians, physicists, and astronomers interested in the dynamics of few- and many-body systems and in fundamental ideas and methods for their analysis. After thirty years, Moser's lectures are still one of the best entrées to the fascinating worlds of order and chaos in dynamics.

Keywords

Celestial mechanics. --- Accuracy and precision. --- Action-angle coordinates. --- Analytic function. --- Bounded variation. --- Calculation. --- Chaos theory. --- Coefficient. --- Commutator. --- Constant term. --- Continuous embedding. --- Continuous function. --- Coordinate system. --- Countable set. --- Degrees of freedom (statistics). --- Degrees of freedom. --- Derivative. --- Determinant. --- Differentiable function. --- Differential equation. --- Dimension (vector space). --- Discrete group. --- Divergent series. --- Divisor. --- Duffing equation. --- Eigenfunction. --- Eigenvalues and eigenvectors. --- Elliptic orbit. --- Energy level. --- Equation. --- Ergodic theory. --- Ergodicity. --- Euclidean space. --- Even and odd functions. --- Existence theorem. --- Existential quantification. --- First-order partial differential equation. --- Forcing function (differential equations). --- Fréchet derivative. --- Gravitational constant. --- Hamiltonian mechanics. --- Hamiltonian system. --- Hessian matrix. --- Heteroclinic orbit. --- Homoclinic orbit. --- Hyperbolic partial differential equation. --- Hyperbolic set. --- Initial value problem. --- Integer. --- Integrable system. --- Integration by parts. --- Invariant manifold. --- Inverse function. --- Invertible matrix. --- Iteration. --- Jordan curve theorem. --- Klein bottle. --- Lie algebra. --- Linear map. --- Linear subspace. --- Linearization. --- Maxima and minima. --- Monotonic function. --- Newton's method. --- Nonlinear system. --- Normal bundle. --- Normal mode. --- Open set. --- Parameter. --- Partial differential equation. --- Periodic function. --- Periodic point. --- Perturbation theory (quantum mechanics). --- Phase space. --- Poincaré conjecture. --- Polynomial. --- Probability theory. --- Proportionality (mathematics). --- Quasiperiodic motion. --- Rate of convergence. --- Rational dependence. --- Regular element. --- Root of unity. --- Series expansion. --- Sign (mathematics). --- Smoothness. --- Special case. --- Stability theory. --- Statistical mechanics. --- Structural stability. --- Symbolic dynamics. --- Symmetric matrix. --- Tangent space. --- Theorem. --- Three-body problem. --- Uniqueness theorem. --- Unitary matrix. --- Variable (mathematics). --- Variational principle. --- Vector field. --- Zero of a function.


Book
Dynamical Chaos
Authors: --- --- ---
ISBN: 0691633835 1400860199 Year: 2014 Publisher: Princeton, NJ : Princeton University Press,

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The leading scientists who gave these papers under the sponsorship of the Royal Society in early 1987 provide reviews of facets of the subject of chaos ranging from the practical aspects of mirror machines for fusion power to the pure mathematics of geodesics on surfaces of negative curvature. The papers deal with systems in which chaotic conditions arise from initial value problems with unique solutions, as opposed to those where chaos is produced by the introduction of noise from an external source. Table of Contents Diagnosis of Dynamical Systems with Fluctuating Parameters D. Ruelle Nonlinear Dynamics, Chaos, and Complex Cardiac Arrhythmias L. Glass, A. L. Goldberger, M. Courtemanche, and A. Shrier Chaos and the Dynamics of Biological Populations R. M. May Fractal Bifurcation Sets, Renormalization Strange Sets, and Their Universal Invariants D. A. Rand From Chaos to Turbulence in Bnard Convection A. Libchaber Dynamics of Convection N. O. Weiss Chaos: A Mixed Metaphor for Turbulence E. A. Spiegel Arithmetical Theory of Anosov Diffeomorphisms F. Vivaldi Chaotic Behavior in the Solar System J. Wisdom Chaos in Hamiltonian Systems I. C. Percival Semi-Classical Quantization, Adiabatic Invariants, and Classical Chaos W. P. Reinhardt and I. Dana Particle Confinement and Adiabatic Invariance B. V. Chirikov Some Geometrical Models of Chaotic Dynamics C. Series The Bakerian Lecture: Quantum Chaology M. V. BerryOriginally published in 1989.The Princeton Legacy Library uses the latest print-on-demand technology to again make available previously out-of-print books from the distinguished backlist of Princeton University Press. These editions preserve the original texts of these important books while presenting them in durable paperback and hardcover editions. The goal of the Princeton Legacy Library is to vastly increase access to the rich scholarly heritage found in the thousands of books published by Princeton University Press since its founding in 1905.

Keywords

Chaotic behavior in systems --- Accuracy and precision. --- Action potential. --- Adiabatic invariant. --- Adiabatic theorem. --- Amplitude. --- Approximation. --- Attractor. --- Belousov–Zhabotinsky reaction. --- Bifurcation diagram. --- Bifurcation theory. --- Big O notation. --- Boolean function. --- Boundary value problem. --- Calculation. --- Cardiac arrhythmia. --- Chaos theory. --- Characteristic exponent. --- Classical limit. --- Computation. --- Convection. --- Correlation dimension. --- Degrees of freedom (statistics). --- Diagram (category theory). --- Differential equation. --- Dimension. --- Dirac delta function. --- Dynamical system. --- Eigenfunction. --- Eigenvalues and eigenvectors. --- Equation. --- Equations of motion. --- Estimation. --- Exponential growth. --- Factorization. --- Fractal dimension. --- Hamiltonian mechanics. --- Hamiltonian system. --- Heteroclinic bifurcation. --- Homoclinic bifurcation. --- Homoclinic orbit. --- Hopf bifurcation. --- Information dimension. --- Initial condition. --- Instability. --- Integrable system. --- Internal heating. --- Kirkwood gap. --- Libration. --- Limit cycle. --- Lorenz system. --- Mathematics. --- Non-Euclidean geometry. --- Nonlinear resonance. --- Nonlinear system. --- Orbital eccentricity. --- Orbital resonance. --- Orrery. --- Parameter. --- Parasystole. --- Partial differential equation. --- Perturbation theory (quantum mechanics). --- Phase space. --- Pitchfork bifurcation. --- Plane wave. --- Poisson point process. --- Power series. --- Probability. --- Proportionality (mathematics). --- Quantum chaos. --- Quantum mechanics. --- Quasiperiodic motion. --- Radius of convergence. --- Rate of convergence. --- Rayleigh number. --- Regime. --- Renormalization. --- Resonance. --- Rotation around a fixed axis. --- Rotation number. --- Saddle-node bifurcation. --- Scattering. --- Separatrix (mathematics). --- Sinus rhythm. --- Soliton. --- Special case. --- Stable manifold. --- Standard map. --- Statistic. --- Statistical mechanics. --- Stochastic. --- Symbolic dynamics. --- Test particle. --- Theorem. --- Theory. --- Three-dimensional space (mathematics). --- Tidal locking. --- Time evolution. --- Two-dimensional space. --- Universality class. --- Winding number.

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