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 2021-08-01 to 2025-08-01.)

Article	Citations
Stochastic Approximation for Multi-period Simulation Optimization with Streaming Input Data	24
VT-IO: A Virtual Time System Enabling High-Fidelity Container-Based Network Emulation for I/O Intensive Applications	20
Data-driven Crowd Modeling Techniques: A Survey	16
Modeling of biogas production from hydrothermal carbonization products in a continuous anaerobic digester	13
Towards Differentiable Agent-Based Simulation	12
Enhancing P4-Based Network Emulation Fidelity Through a Lightweight Virtual Time System and Application Evaluation	11
Estimating Multiclass Service Demand Distributions Using Markovian Arrival Processes	11
End-to-End Statistical Model Checking for Parameterization and Stability Analysis of ODE Models	9
Performance Evaluation of Spintronic-Based Spiking Neural Networks using Parallel Discrete-Event Simulation	8
Bayesian Optimisation for Constrained Problems	8
Optimizing Reachability Probabilities for a Restricted Class of Stochastic Hybrid Automata via Flowpipe Construction	8
Using (Not-so) Large Language Models to Generate Simulation Models in a Formal DSL: A Study on Reaction Networks	8
A Hierarchical Decision-Making Framework in Social Networks for Efficient Disaster Management	7
Replicated Computational Results (RCR) Report for “A New Test for Hamming-Weight Dependencies”	7
Replication of Computational Results Report for “Automatic Reuse, Adaption, and Execution of Simulation Experiments via Provenance Patterns”	6
Ratatoskr: An Open-Source Framework for In-Depth Power, Performance, and Area Analysis and Optimization in 3D NoCs	6
SpecSims: A Scalable Speculative Tree-based Simulation Cloning Framework for Finite Memory Machines	6
Comparing Statistical, Analytical, and Learning-Based Routing Approaches for Delay-Tolerant Networks	5
Importance Sampling for a Simple Markovian Intensity Model Using Subsolutions	5
A Personality-based Model of Emotional Contagion and Control in Crowd Queuing Simulations	5
Efficient Simulation of Sparse Graphs of Point Processes	5
Hybrid PDES Simulation of HPC Networks Using Zombie Packets	5
Reproducibility Report for the Paper: "Spatial/Temporal Locality-based Load-sharing in Speculative Discrete Event Simulation on Multi-core Machines"	5
ENHANCE: Multilevel Heterogeneous Performance-Aware Re-Partitioning Algorithm For Microscopic Vehicle Traffic Simulation	5
Verifier's Dilemma in Proof-of-Work Public Blockchains: A Quantitative Analysis	4

Introduction to the Special Section on PADS 2021	4
Automatic Reuse, Adaption, and Execution of Simulation Experiments via Provenance Patterns	4
Computation Offloading and Band Selection for IoT Devices in Multi-Access Edge Computing	4
Adaptive Synchronization and Pacing Control for Visual Interactive Simulation	4
Introduction to the Special Issue on QEST 2022, Part 1	4
Learning to Simulate Sequentially Generated Data via Neural Networks and Wasserstein Training	4
Using Cache or Credit for Parallel Ranking and Selection	4
NIM: Generative Neural Networks for Automated Modeling and Generation of Simulation Inputs	3
An Improved Model of Wavelet Leader Covariance for Estimating Multifractal Properties	3
Knowledge Equivalence in Digital Twins of Intelligent Systems	3
Selection of the Best in the Presence of Subjective Stochastic Constraints	3
Reflective Nested Simulations Supporting Optimizations within Sequential Railway Traffic Simulators	3
Introduction to the Special Issue on QEST 2022, Part 2	3
A New Test for Hamming-Weight Dependencies	3
Virtual Time III, Part 3: Throttling and Message Cancellation	3
Divergence Reduction in Monte Carlo Neutron Transport with On-GPU Asynchronous Scheduling	2
Generating Fast Specialized Simulators for Stochastic Reaction Networks via Partial Evaluation	2
Calibrating Non-Identifiable High-Dimensional Simulation Models: A Framework via Eligibility Set	2
A Language for Agent-based Discrete-event Modeling and Simulation of Linked Lives	2
Modeling Infectious Disease Epidemics in Mass Religious Gatherings: A Systematic Review	2
NoCDAS: A Cycle-Accurate NoC-Based Deep Neural Network Accelerator Simulator	2
Performance Analysis of Speculative Parallel Adaptive Local Timestepping for Conservation Laws	2
RayNet: A Simulation Platform for Developing Reinforcement Learning-Driven Network Protocols	2
A Toolset for Predicting Performance of Legacy Real-Time Software Based on the RAST Approach	2
A Method Using Generative Adversarial Networks for Robustness Optimization	2
Projected Gaussian Markov Improvement Algorithm for High-Dimensional Discrete Optimization via Simulation	2
Toward Data Center Digital Twins via Knowledge-based Model Calibration and Reduction	2
Distributed Approaches to Supply Chain Simulation	2
A Scalable Quantum Key Distribution Network Testbed Using Parallel Discrete-Event Simulation	2
Data Farming the Parameters of Simulation-Optimization Solvers	2
Privacy Meets Performance: Enhancing Distributed Simulation-based Federated Multi-agent Learning with Privacy-preserving Surrogate Model	1
Reproducibility Report for the Article: Parallel Simulation of Quantum Networks with Distributed Quantum State Management	1
Dynamic Data-driven Microscopic Traffic Simulation using Jointly Trained Physics-guided Long Short-Term Memory	1
Interactive geospatial stories for flood management	1
Batching Adaptive Variance Reduction	1
A General Framework to Simulate Diffusions with Discontinuous Coefficients and Local Times	1
Exact and Approximate Moment Derivation for Probabilistic Loops With Non-Polynomial Assignments	1
Introduction to the Special Issue on QEST 2021	1
Hyperparameter Tuning with Gaussian Processes for Optimal Abstraction Control in Simulation-based Optimization of Smart Semiconductor Manufacturing Systems	1
Introduction to the Special Issue on PADS 2022	1
Stochastic Approximation for Estimating the Price of Stability in Stochastic Nash Games	1
Reproducibility Report for the Paper: "A Toolset for Predicting Performance of Legacy Real-Time Software Based on the RAST Approach"	1
Drawing Random Floating-point Numbers from an Interval	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
Spatial/Temporal Locality-Based Load-sharing in Speculative Discrete Event Simulation on Multi-core Machines	1
LN: A Flexible Algorithmic Framework for Layered Queueing Network Analysis	1
Overlapping Batch Confidence Intervals on Statistical Functionals Constructed from Time Series: Application to Quantiles, Optimization, and Estimation	1
Modeling and Simulation for Behavioral Analysis in Healthcare: A Review	1
Introduction to the Special Issue on PADS 2023	1

RCR Report of “A Language for Agent-Based Discrete-Event Modeling and Simulation of Linked Lives”	1
A Workflow Architecture for Cloud-based Distributed Simulation	1
Bayesian Optimisation vs. Input Uncertainty Reduction	1