Table of Contents: “...part III. Simulation techniques. 9. The Monte Carlo method -- 9.1. The path integral -- 9.2. Free-flight generation -- 9.3. Scattering -- 9.4. Rejection techniques -- 9.5. Full-band approaches...”

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Table of Contents: “...9. The master equation -- 9.1. The derivation of the master equation -- 9.2. The master equation and the equilibrium distribution -- 9.3. IVR in the RRK theory : a master equation approach -- 9.4. The kinetic Monte Carlo algorithm -- 9.5. Theories...”

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Table of Contents: “...Introduction -- Monte Carlo Method for Solving PDE -- A Monte Carlo Algorithm for the Telegrapher's Equations -- Basics of Floating Random Walk Method for Capacitance Extraction -- Pre-Characterization Techniques for FRW Based Capacitance Extraction...”

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Table of Contents: “...6. Modelling and simulation -- 6.1. Technology modelling and simulation -- 6.2. Circuit simulators -- 6.3. Monte Carlo simulation -- 6.4. Microelectromechanical/nanoelectromechanical device simulators -- 6.5. System-level design...”

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Table of Contents: “...1. Introduction -- 2. Uncertainty propagation -- 2.1. Averaging methods for estimating the measurand in nonlinear models -- 2.2. First-order linearisation and the normality assumption -- 2.3. The Monte Carlo method -- 2.4. The use of a mathematical...”

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Table of Contents: “... Algorithms and Long-Code GNSS Signals for Rapid Ambiguity Resolution and Improved Accurac -- Multi-GNSS in Limited Navigation Satellite Availability -- Model of Reflected Radio Altimeter Signal based on Monte Carlo Statistical Modeling -- Methodology of Energy...”

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Table of Contents: “... negative hydrogen ion sources -- Chapter 4. Particle-In-Cell Modelling of Negative Ion Sources for fusion applications -- Chapter 5. Particle-In-Cell Modelling with Monte-Carlo Collision of Extraction and Acceleration in Radio-Frequency Negative Ion Sources...”

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Table of Contents: “...Introduction -- Theoretical Background -- Experimental Apparatus -- Data and Monte Carlo Simulations -- Physics Object Reconstruction -- Boson Tagging -- Event Selection -- Background Estimation -- Systematic Uncertainties -- Results -- Discussions...”

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Table of Contents: “...Introduction to Probability and Inference -- Discrete Probability Distributions -- Probability Density Functions -- Random Numbers and Monte Carlo Methods -- Bayesian Probability and Inference -- Frequentist Probability and Inference -- Combining...”

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Table of Contents: “... Prediction as a Task for AGI Agents -- Monte Carlo Bias Correction in Q-learning -- Free Will Belief as a Consequence of Model-based Reinforcement Learning -- Thoughts on Architecture -- On the possibility of regulation of human emotions via multimodal social...”

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Table of Contents: “... Problem -- Monte Carlo Tree Search with Adaptive Simulation: a Case Study on Weighted Vertex Coloring -- Evolutionary Strategies for the Design of Binary Linear Codes -- A Policy-Based Learning Beam Search for Combinatorial Optimization -- Cooperative...”

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Table of Contents: “... -- EigenGRF: Layer-Wise Eigen-Learning for Controllable Generative Radiance Fields -- Partial Label learning with Gradually Induced Error-Correction Output Codes -- HMC-PSO: A Hamiltonian Monte Carlo and Particle Swarm Optimization-based optimizer -- Heterogeneous...”

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Table of Contents: “... cell images -- Marr Transient Hemodynamics Prediction Using an Efficient Octree-Based Deep Learning Model -- Weakly Semi-Supervised Detection in Lung Ultrasound Videos -- Optimization Differentiable Gamma Index-based loss functions: accelerating Monte-Carlo...”

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Table of Contents: “...Chapter 1 Introduction of Reinforcement Learning -- Chapter 2 Principles of RL Problems -- Chapter 3 Model-free Indirect RL: Monte Carlo -- Chapter 4 Model-Free Indirect RL: Temporal-Difference -- Chapter 5 Model-based Indirect RL: Dynamic Programming...”

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Table of Contents: “...Simulation of Behavioral Processes: Studying Simulated Mobs Using Monte Carlo Method and the Theory of Collective Action -- Dynamic Approach to Modeling Hierarchical Conflict Situations in Small Groups -- A Cognitive Simulation Model of a Regional Higher...”

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Table of Contents: “...Preface -- Towards a Characterization -- Part I, Basics -- 1. Programming Primer -- 2. Shortest Paths -- 3. Sorting -- 4. Deep Learning -- 5. Monte-Carlo Search -- Part II, Big Data -- 6. Graph data -- 7. Multimedia Data -- 8. Network Data -- 9. Image...”

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Table of Contents: “...Chapter 1. Basics -- Chapter 2. Topic Models -- 3. Chapter 3. Pre-processing of Training Data -- Chapter 4. Expectation Maximization -- Chapter 5. Markov Chain Monte Carlo Sampling -- Chapter 6. Variational Inference -- Chapter 7. Distributed Training...”

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Table of Contents: “... of Monte Carlo Algorithms with Neural Network-Based Intermediate Area to the Thousand Card Game -- Learning representations by crystallized back-propagating errors -- Fuzzy Hyperplane based K-SVCR Multi-class Classification with Its Applications to Stock...”

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Table of Contents: “... Sequences -- Monte Carlo Tree Search with metaheuristics -- Phishing Attack Detection: An Improved Performance through Ensemble Learning -- Removing Ambiguity in Natural Language for Generating Self Join Queries -- Predicting Churn Rate in Companies -- Training...”

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