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Doping Tests for Cyber-physical Systems

期刊: ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION, 2021; 31 (3)

The software running in embedded or cyber-physical systems is typically of proprietary nature, so users do not know precisely what the systems they ow......

A Modest Approach to Markov Automata

期刊: ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION, 2021; 31 (3)

Markov automata are a compositional modelling formalism with continuous stochastic time, discrete probabilities, and nondeterministic choices. In this......

Random Variate Generation for Exponential and Gamma Tilted Stable Distributions

期刊: ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION, 2021; 31 (4)

We develop a newefficient simulation scheme for sampling two families of tilted stable distributions: exponential tilted stable (ETS) and gamma tilted......

An Adaptive Persistence and Work-stealing Combined Algorithm for Load Balancing on Parallel Discrete Event Simulation

期刊: ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION, 2020; 30 (2)

Load imbalance has always been a crucial challenge in Parallel Discrete Event Simulation (PINS). In the past few years, we have witnessed an increased......

Dimensionally Aware Multi-Objective Genetic Programming for Automatic Crowd Behavior Modeling

期刊: ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION, 2020; 30 (3)

One limitation of current data-driven automatic crowd modeling methods is that the models generated have low interpretability, which limits the practi......

An Integrated Method for Simultaneous Calibration and Parameter Selection in Computer Models

期刊: ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION, 2020; 30 (1)

For many large and complex computer models, there usually exist a large number of unknown parameters. To improve the computer model's predictive perfo......

Efficient Parallel Simulation over Large-scale Social Contact Networks

期刊: ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION, 2019; 29 (2)

Social contact network (SCN) models the daily contacts between people in real life. It consists of agents and locations. When agents visit a location ......

JIF:1.87

Interval Markov Decision Processes with Multiple Objectives: From Robust Strategies to Pareto Curves

期刊: ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION, 2019; 29 (4)

Accurate Modelling of a real-world system with probabilistic behaviour is a difficult task. Sensor noise and statistical estimations, among other impr......

JIF:1.87

A Role-Dependent Data-Driven Approach for High-Density Crowd Behavior Modeling

期刊: ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION, 2018; 28 (4)

In this article, we propose a role-dependent (RD) data-driven modeling approach to simulate pedestrians' motion in high-density scenes. It is commonly......

JIF:1.87

Statistical Analysis of Simulation Output from Parallel Computing

期刊: ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION, 2018; 28 (3)

This article addresses statistical output analysis of transient simulations in the parallel computing environment with fixed computing time. Using par......

JIF:1.87

Replicated Computations Results (RCR) Report for "Reusing Search Data in Ranking and Selection: What Could Possibly Go Wrong?"

期刊: ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION, 2018; 28 (3)

"Reusing Search Data in Ranking and Selection: What Could Possibly Go Wrong?" [2] by Eckman and Henderson rigorously defines the statistical guarantee......

JIF:1.87

Exact Simulation for a Class of Tempered Stable and Related Distributions

期刊: ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION, 2018; 28 (3)

In this article, we develop a new scheme of exact simulation for a class of tempered stable (TS) and other related distributions with similar Laplace ......

JIF:1.87

Multithreaded Stochastic PDES for Reactions and Diffusions in Neurons

期刊: ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION, 2017; 27 (2)

Cells exhibit stochastic behavior when the number of molecules is small. Hence a stochastic reaction-diffusion simulator capable of working at scale c......

JIF:0.93

A Tool for xMAS-Based Modeling and Analysis of Communication Fabrics in Simulink

期刊: ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION, 2017; 27 (3)

The eXecutable Micro-Architectural Specification (xMAS) language developed in recent years finds an effective way to model on-chip communication fabri......

JIF:0.93

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