Monte carlo - PowerPoint PPT Presentation


Dark Matter Search with ATLAS: Active Learning Application

Explore an active learning application in the search for dark matter using ATLAS PanDA and iDDS. Investigate Beyond Standard Model physics parameters related to Hidden Abelian Higgs Model and New Scalar with a focus on cross-section limit calculations. Understand the process for generating Monte Car

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Decision Support Systems for Business Intelligence Modeling

Explore the process of modeling in Decision Support Systems for Business Intelligence through images, tables, and examples. Learn about the dimensionality of models, nonlinear relationships, randomness, and Monte Carlo analysis as essential components in business decision-making.

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The Slow Food Movement: A Revolution in Food Culture

The Slow Food Movement, initiated by Carlo Petrini in 1986, challenges the fast food industry and advocates for mindful consumption. Petrini's vision promotes awareness of food sourcing, support for sustainable practices, fair compensation for producers, and the enjoyment of nutritious, flavorsome f

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System Modeling and Simulation Course Overview

This course covers the basics of systems modeling, discrete-event simulation, and computer systems performance evaluation. Topics include Monte Carlo simulation, probability models, simulation output analysis, queueing theory, and more. Professor Carey Williamson leads the course with a focus on pra

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Understanding Discrepancy and Optimization in Mathematical Analysis

Discrepancy and Optimization, explored by Nikhil Bansal, delve into irregularities when approximating continuous data with discrete points. This concept addresses the challenge of distributing points uniformly in a grid and optimizing numerical integration or sampling techniques. Additionally, it to

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Exploring Monte Carlo Simulations and Probabilistic Techniques

Dive into the world of Monte Carlo simulations and probabilistic methods, understanding the basic principles, the Law of Large Numbers, Pseudo-Random Number Generators, and practical Monte Carlo steps. Explore topics like conditional probability, basic geometry, and calculus through engaging exercis

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Zero-Emission Powertrain Certification Workshop Highlights

Workshop materials and agenda from the Zero-Emission Powertrain Certification 3rd Public Workshop held in El Monte, CA on March 20, 2018, discussing the ZEP Cert framework, applicability, testing, monitoring requirements, and more. The workshop aimed to accelerate the adoption of zero-emission techn

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Understanding Randomized Algorithms: Types and Examples

Explore the world of randomized algorithms through types like Las Vegas and Monte Carlo, with a focus on classic examples such as Quick Sort. Learn how randomness plays a crucial role in computation and discover the principles behind these algorithms. Dive into the applications of randomized algorit

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Understanding Randomized Algorithms: A Deep Dive into Las Vegas and Monte Carlo Algorithms

Randomized algorithms incorporate randomness into computations, with Las Vegas algorithms always providing the correct answer but varying in time, while Monte Carlo algorithms occasionally give wrong answers. Quick Sort is a classic Las Vegas algorithm that involves pivoting elements for sorting. Ch

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Insights into Parton Branching Equation at LHC Energies

Multiplicity distributions play a crucial role in understanding the cascade of quarks and gluons at the LHC energies, revealing underlying correlations in particle production. Popular models like Monte Carlo and statistical models are used to describe the charged particle multiplicity distributions.

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Cherenkov Ring Radius Determination from Modular Rich Detector Simulation

Explore the process of obtaining the Cherenkov ring radius using Circular Hough Transform in a modular rich detector simulation. The study, conducted by Cheuk-Ping Wong from Georgia State University, delves into Monte Carlo results, ring finder algorithms, event displays, and radius distributions in

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Exploring Monte Carlo Tree Search (MCTS) Algorithm in Online Planning

Monte Carlo Tree Search (MCTS) is an intelligent tree search algorithm that balances exploration and exploitation by using random sampling through simulations. It is widely used in AI applications such as games (e.g., AlphaGo), scheduling, planning, and optimization. This algorithm involves steps li

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Estimating Global Inventory-Based Net Carbon Exchange from Agricultural Lands

This study aims to quantify global agricultural carbon fluxes by considering above- and belowground crop biomass, crop residues, livestock interactions, and human food intake. The methods involve combining inventory data and spatially resolved estimates of Net Carbon Exchange (NCE). Satellite-based

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Recombination in Jet Showers: Status and Discussion

This document discusses the status and ongoing research on recombination in jet showers, particularly focusing on the JET Collaboration Meeting at UC Davis in June 2014. Topics covered include in-medium hadronization, jet recombination formalism, application to in-medium shower Monte Carlos, challen

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The Power of Randomness in Computation

Explore the significance of randomness in various computational aspects including random sampling, cooking techniques, polling methods, investing strategies, and its role in computer science. It delves into randomized algorithms, Monte Carlo simulations, cryptography, and more.

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