OOIR: Observatory of International Research

Papers

(The median citation count of ACM Transactions on Modeling and Computer Simulation is 1. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
Rare-event Simulation for Neural Network and Random Forest Predictors	17
Data-driven Crowd Modeling Techniques: A Survey	13
Falsification of Hybrid Systems Using Adaptive Probabilistic Search	10
A Language for Agent-based Discrete-event Modeling and Simulation of Linked Lives	10
Distributed Approaches to Supply Chain Simulation	10
Bayesian Optimisation vs. Input Uncertainty Reduction	8
Application of Simulation in Healthcare Service Operations	7
Doping Tests for Cyber-physical Systems	6
Dynamic Data-driven Microscopic Traffic Simulation using Jointly Trained Physics-guided Long Short-Term Memory	6
Automatic Reuse, Adaption, and Execution of Simulation Experiments via Provenance Patterns	6
Compositional Safe Approximation of Response Time Probability Density Function of Complex Workflows	5
Fixed-Confidence, Fixed-Tolerance Guarantees for Ranking-and-Selection Procedures	5
State-space Construction of Hybrid Petri Nets with Multiple Stochastic Firings	5
A Modest Approach to Markov Automata	5
Towards Differentiable Agent-Based Simulation	5
Random Variate Generation for Exponential and Gamma Tilted Stable Distributions	4
Virtual Time III, Part 1: Unified Virtual Time Synchronization for Parallel Discrete Event Simulation	4
Transfer Reinforcement Learning for Autonomous Driving	4
Estimating Multiclass Service Demand Distributions Using Markovian Arrival Processes	4
Ratatoskr: An Open-Source Framework for In-Depth Power, Performance, and Area Analysis and Optimization in 3D NoCs	4
A Personality-based Model of Emotional Contagion and Control in Crowd Queuing Simulations	4
Optimizing Reachability Probabilities for a Restricted Class of Stochastic Hybrid Automata via Flowpipe Construction	3
A Method Using Generative Adversarial Networks for Robustness Optimization	3
Reflective Nested Simulations Supporting Optimizations within Sequential Railway Traffic Simulators	3
A Hierarchical Decision-Making Framework in Social Networks for Efficient Disaster Management	3

Global-local Metamodel-assisted Stochastic Programming via Simulation	3
Discrete-Event Modeling and Simulation of Diffusion Processes in Multiplex Networks	3
NIM: Generative Neural Networks for Automated Modeling and Generation of Simulation Inputs	3
Explicit Modeling of Personal Space for Improved Local Dynamics in Simulated Crowds	3
Simulating the Impact of Dynamic Rerouting on Metropolitan-scale Traffic Systems	3
Generating Fast Specialized Simulators for Stochastic Reaction Networks via Partial Evaluation	3
Improved Penalty Function with Memory for Stochastically Constrained Optimization via Simulation	3
Stochastic Approximation for Estimating the Price of Stability in Stochastic Nash Games	2
Exact and Approximate Moment Derivation for Probabilistic Loops With Non-Polynomial Assignments	2
Efficient Protocol Testing Under Temporal Uncertain Event Using Discrete-event Network Simulations	2
A General Framework to Simulate Diffusions with Discontinuous Coefficients and Local Times	2
Uncertainty on Discrete-Event System Simulation	2
Parallel Simulation of Quantum Networks with Distributed Quantum State Management	2
Learning to Simulate Sequentially Generated Data via Neural Networks and Wasserstein Training	2
Uncertainty-aware Simulation of Adaptive Systems	2
SEH: Size Estimate Hedging Scheduling of Queues	2
Transitioning Spiking Neural Network Simulators to Heterogeneous Hardware	2
Divergence Reduction in Monte Carlo Neutron Transport with On-GPU Asynchronous Scheduling	2
Green Simulation with Database Monte Carlo	2
Spatial/Temporal Locality-based Load-sharing in Speculative Discrete Event Simulation on Multi-core Machines	2
Batching Adaptive Variance Reduction	2
Virtual Time III, Part 2: Combining Conservative and Optimistic Synchronization	2
The DEVStone Metric: Performance Analysis of DEVS Simulation Engines	1
DSMC Evaluation Stages: Fostering Robust and Safe Behavior in Deep Reinforcement Learning – Extended Version	1
Bayesian Optimisation for Constrained Problems	1
Toward Data Center Digital Twins via Knowledge-based Model Calibration and Reduction	1
Knowledge Equivalence in Digital Twins of Intelligent Systems	1
A Practical Approach to Subset Selection for Multi-objective Optimization via Simulation	1
Sufficient Conditions for Central Limit Theorems and Confidence Intervals for Randomized Quasi-Monte Carlo Methods	1
Distributed Virtual Time-Based Synchronization for Simulation of Cyber-Physical Systems	1
Performance Evaluation of Spintronic-Based Spiking Neural Networks using Parallel Discrete-Event Simulation	1
Importance Sampling for a Simple Markovian Intensity Model Using Subsolutions	1
Mechanisms for Precise Virtual Time Advancement in Network Emulation	1
Machine Learning–enabled Scalable Performance Prediction of Scientific Codes	1
Novel Approaches to Feasibility Determination	1
A Workflow Architecture for Cloud-based Distributed Simulation	1
Performance Analysis of Work Stealing Strategies in Large-Scale Multithreaded Computing	1
Using Cache or Credit for Parallel Ranking and Selection	1
LN: A Flexible Algorithmic Framework for Layered Queueing Network Analysis	1
Bias-corrected Estimation of the Density of a Conditional Expectation in Nested Simulation Problems	1
Selection of the Best in the Presence of Subjective Stochastic Constraints	1
A New Test for Hamming-Weight Dependencies	1