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Simulation Models for Opportunistic Networks
In this chapter, we introduce the different simulation models available and needed to simulate opportunistic networks in all their details. They...
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Language models for quantum simulation
A key challenge in the effort to simulate today’s quantum computing devices is the ability to learn and encode the complex correlations that occur...
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Discrete-event simulation and exploratory analysis of network epidemiological models
Simulation-based epidemiological models have been extensively studied to help policymakers make effective decisions. Carrying out sensitivity...
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Modularizing Earth system models for interactive simulation
Interactive exploration of Earth system simulations may have great potential to improve the scientific modeling process. It will allow monitoring of...
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Validation of Formal Models by Interactive Simulation
Validating requirements for safety-critical systems with user interactions often involves techniques like animation, trace replay, and LTL model...
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Approach to Reference Models for Building Performance Simulation: Establishing Common Understanding
In the fields of business process modeling, logistics, and information model development, Reference Models (RMs) have shown to enhance...
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Test-Driven Simulation of Robots Controlled by Enzymatic Numerical P Systems Models
The simulation of robots behavior and the use of robust models are very important for building controllers. Testing is an important aspect in this...
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An Intelligent Ranking Evaluation Method of Simulation Models Based on Graph Neural Network
To validate the alternative simulation models and select the most credible one when the models have multivariate and correlated outputs, an...
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Can I Trust My Simulation Model? Measuring the Quality of Business Process Simulation Models
Business Process Simulation (BPS) is an approach to analyze the performance of business processes under different scenarios. For example, BPS allows...
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Design and Implementation of a Compiler for Simulation of Large-Scale Models
As systems become increasingly sophisticated, their state spaces become larger and the use of analysis and simulation techniques is impossible by a...
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Cloud security game theory scoring from predation models in simulation
The economics of cloud computing result from amassing computation resources while being able to distribute workload in space and time. The backbone...
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Simulation
Now we come to the point were we need to select simulation software to do all the crisp simulations staring in Chap. 7. The author is not an expert...
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Using Process Mining for Face Validity Assessment in Agent-Based Simulation Models: An Exploratory Case Study
In the field of simulation, the key objective of a system designer is to develop a model that performs a specific task and accurately represents...
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Leveraging simulation of high performance computing systems with node simulation using architecture simulator
With the scaling-up of high-performance computing (HPC) systems, their simulation becomes more challenging. Realizing that simulation of HPC systems...
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Hybrid Business Process Simulation: Updating Detailed Process Simulation Models Using High-Level Simulations
Process mining techniques transfer historical data of organizations into knowledge for the purpose of process improvement. Most of the existing...
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Simulation and analysis of MultEcore multilevel models based on rewriting logic
Multilevel modelling (MLM) approaches make it possible for designers and modellers to work with an unlimited number of abstraction levels when...
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Simulation of Scientific Experiments with Generative Models
Lab experiments are a crucial part of research in natural sciences. High-throughput screening is leveraged to generate hypotheses, by evaluating a...
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Modelling and simulation of assisted hospital evacuation using fuzzy-reinforcement learning based modelling approach
Available hospital evacuation simulation models usually focus on the movement of the evacuees while ignoring the crucial behavioural factors of the...
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Post-layout simulation driven analog circuit sizing
Post-layout simulation provides accurate guidance for analog circuit design, but post-layout performance is hard to be directly optimized at early...
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Validity in (Co-) Simulation
Co-simulation is an essential tool for the design of complex engineered systems. From early on in the life cycle of a system, models at different...