OOIR: Observatory of International Research

Papers

(The TQCC of ACM Transactions on Modeling and Computer Simulation is 3. 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