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Table of Contents: “... -- Efficient Decentralized Deep Learning by Dynamic Model Averaging -- Using Supervised Pretraining to Improve Generalization of Neural Networks on Binary Classification Problems -- Towards Efficient Forward Propagation on Resource-Constrained Systems -- Auxiliary...”

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Table of Contents: “... -- Quasiperiodic Galloping of a Wind-Excited Tower under External Forcing and Parametric Damping -- On Optimal Control of a Nonlinear Robotic Mechanism Using the Saturation Phenomenon -- Quasi-Coordinates Based Dynamics Control Design for Constrained Systems -- Quasi...”

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Table of Contents: “...Preface -- 1. Introduction -- 2. Hamiltonian quantization with constraints -- 3. BRST symmetry in constrained systems -- 4. Symplectic embedding and Hamilton-Jacobi quantization -- 5. Hamiltonian quantization and BRST symmetry of soliton models -- 6...”

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Table of Contents: “...Forms of Relativistic Dynamics -- Light-Cone Quantization: Foundations and Applications -- Quantization of Constrained Systems -- Algebraic Methods of Renormalization -- Functional Integrals for Quantum Theory....”

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Table of Contents: “...I: Effective Hamiltonian and Renormalization Group -- Lecture 1 Renormalization of Hamiltonians -- Lecture 2 Spin Glasses and the Renormalization Group -- Lecture 3 Hamiltonian Flow in Condensed Matter Physics -- II: Quantization of Constrained Systems...”

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Table of Contents: “...Background Ideas -- Elements of the Theory of Stochastic Processes -- General Prescription of Stochastic Quantization -- Perturbative Approach to Scalar Field Theory -- Perturbative Approach to Gauge Fields -- Stochastic Quantization of Constrained...”

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Table of Contents: “...I. Methods in Modern Field Theory -- Differential Forms and Gauge Theories -- Quantization of Constrained Systems -- G-Spaces and Kaluza-Klein Theory -- II. Anomalies -- The Origin and Significance of Chiral and Gravitational Anomalies -- Gauge...”

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Table of Contents: “... -- Conditional Expectations on Jordan Algebras -- Quantization and Stochastic Processes -- Stochastic Quantization of Gauge Fields and Constrained Systems -- Brownian Motion, Markov Cosurfaces, Higgs Fields -- Stochastic Description of Supersymmetric Fields...”

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Table of Contents: “...Classical regular systems -- Classical singular systems -- The reduced phase-space -- Quantization of constrained systems -- The electromagmetic field -- Yang-Mills theory -- The relativistic particle -- The relativistic string -- Einstein's theory...”

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Table of Contents: “... Complexes -- 5. Iron Complexes -- 6. Manganese Complexes -- References -- 6. Chemical Reactivity in Constrained Systems -- 1. Introduction -- 2. Predominantly Metal-Centered Reactions -- 3. Reactions of the Macrocyclic Ligands -- 4. Reactions Involving Free...”

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