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Table of Contents:
“... Carlo Methods -- Introduction to Markov Chains -- Monte Carlo Markov Chains....”
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Chakraborty, Bulbul
2022
Table of Contents:
“...Statistical and Non-linear Physics: Introduction -- Complex Systems and Emergent Phenomena -- Polymer Physics -- Chaotic Dynamics in Nonequilibrium Statistical Mechanics -- Monte Carlo Simulations in Statistical Physics -- Nonlinear Fluid Flow, Pattern...”2022
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Sergey, Ilya
2022
Table of Contents:
“...Categorical Foundation of Gradient-Based Learning -- Compiling Universal Probabilistic Programming Languages with Efficient Parallel Sequential Monte Carlo Inference -- Foundations for Entailment Checking in Quantitative Separation Logic -- Extracting...”2022
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Table of Contents:
“...On Monte Carlo Tree Search for Weighted Vertex Coloring -- A RNN-based Hyper-heuristic for combinatorial problems -- Algorithm Selection for the Team Orienteering Problem -- Performance evaluation of a parallel ant colony optimization for the real-time...”
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Fan, Wenhui
2022
Table of Contents:
“.../mitigation -- Identification of high emission mobile sources based on self-supervised representation network -- Belief State Monte Carlo Planning for Multi-agent Visibility-based Pursuit-Evasion -- Dynamic Modeling and Predictive Control of HeavyDuty Gas Turbines...”2022
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Lu, Weidang
2022
Table of Contents:
“... Based on Monte Carlo Method -- Design and Research of Forest Farm Fire Drone Monitoring System Based on Deep Learning -- Design and Research of Forest Farm Fire Drone Monitoring System Based on Deep Learning -- Research on the construction of forestry...”2022
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Walker, Darren
2022
Table of Contents:
“...Intro -- Contents -- Introduction -- Getting Comfortable -- Interpolation and Data Fitting -- Searching for Roots -- Numerical Quadrature -- Ordinary Differential Equations -- Fourier Analysis -- Monte Carlo Methods -- Partial Differential Equations...”2022
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Blaschke, David
2022
Table of Contents:
“... Lattice QCD -- Spectral and transport properties from lattice QCD -- Monte-Carlo statistical hadronization in relativistic heavy-ion collisions -- Index....”2022
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Table of Contents:
“... -- 8.4.13. Simplified models -- 8.5. PROBABILISTIC RESPONSE ANALYSIS -- 8.5.1. Overview -- 8.5.2. Simulations of SSI phenomena -- 8.5.2.1. Seismic methodology analysis chain with statistics (SMACS) -- 8.5.2.2. Monte Carlo approach to modelling and analysis...”
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Miao, Dongjing
2022
Table of Contents:
“... Dynamic $k$-Center Clustering with Outliers.-Refutation of Spectral Graph Theory Conjectures with Monte Carlo Search.-Online one-sided smooth function maximization.-Revisiting Maximum Satisfiability and Related Problems in Data Streams.-Turing Machines with Two...”2022
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Demange, Marc
2022
Table of Contents:
“... and Comparing Rates of Personnel Flow -- Scenario-based Optimization of Specific Group of Public Service Systems in Health Sector -- Project Selection with Uncertainty using Monte Carlo Simulation and Multi-criteria Decision Methods -- Finite-horizon and Infinite...”2022
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Lirkov, Ivan
2022
Table of Contents:
“... Based on Monte Carlo Methodology -- Sensitivity Study of Large-Scale Air Pollution Model Based on Modifications of the Latin Hypercube Sampling Method -- Sensitivity Operator-Based Approach to the Interpretation of Heterogeneous Air Quality Monitoring Data...”2022
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Fong, Simon James
2022
Table of Contents:
“.... The Comparison of Different Linear and Nonlinear Models Using Preliminary Data to Efficiently Analyze the COVID-19 Outbreak -- Chapter 4. Probabilistic Forecasting Model for the COVID-19 Pandemic based on the Composite Monte Carlo Model Integrated with Deep Learning...”2022
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