Intelligent Simulation

This 2-volume set CCIS 3155 - 3156 constitutes the proceedings of the 38th China Simulation Conference, CSC 2026, held in Changzhou, China, during October 1618, 2026.

The total of 67 papers included in the proceedings was carefully reviewed and selected from 334 submissions. They were organized in topical sections as follows:

Part 1 : Basic theories and methods of simulation science and engineering; Modeling and simulation of complex systems/systems-of-systems, control theory and applications; Modeling and simulation of integrated natural environments and virtual reality environments; Multi-agent simulation and large model agent simulation (LLM-Agent); Physics-informed machine learning, world models, and generative simulation; Parallel and distributed simulation, high-performance simulation, cloud simulation, and edge simulation; Simulation model verification and validation (V&V) technologies.

Part 2 : Simulation standards, simulation tools, simulation support environments, simulation systems, and simulators; CAE, virtual prototyping, and model-based systems engineering (MBSE); Discrete event system simulation, logistics simulation, production line simulation, and supply chain simulation; Control theory and applications, intelligent simulation optimization and scheduling, industrial internet and simulation, green manufacturing and simulation, intelligent manufacturing and simulation; Control theory and applications, intelligent simulation optimization and scheduling, industrial internet and simulation, green manufacturing and simulation, intelligent manufacturing and simulation; Other new theories, methods, and technologies related to simulation.

Inhalt

.- Simulation standards, simulation tools, simulation support environments, simulation systems, and simulators.
.- Analysis and Correction of Antenna Phase Center Offset Effects in RF Simulation Calibration Systems.
.- CAE, virtual prototyping, and model-based systems engineering (MBSE).
.- A numerical study of the air flow field generated by a three-channel centrifuge in a large-scale chamber.
.- A digital twin development method for EMUs based on systems engineering.
.- Discrete event system simulation, logistics simulation, production line simulation, and supply chain simulation.
.- Reverse Extraction of execution Knowledge from Discrete-Event Simulation Engines for Optimized Code Generation.
.- Control theory and applications, intelligent simulation optimization and scheduling, industrial internet and simulation, green manufacturing and simulation, intelligent manufacturing and simulation.
.- Cross-Domain Bearing Fault Diagnosis based on Self-Supervised Adversarial Learning Method.
.- Knowledge-Driven Parameter Optimization for Combat Experimentation Simulation Models: Evolution, Mechanisms, and Application Prospects.
.- Research on Large-angle Swinging Prediction Based on Real-time Variance Statistics.
.- Sensitivity Analysis Method for System Efficiency Based on Gated Recurrent Unit.
.- RODE-BWO: An Enhanced Beluga Whale Optimization Algorithm with Adaptive Differential Evolution and Stagnation Restart.
.- A Hybrid Soft Actor-Critic-Genetic Algorithm for Multi-UAV Path Planning under Energy Constraints.
.- A Large Language Model Enhanced Knowledge Graph Completion Method for Nuclear Fuel Elements.
.- Iterative Heading Refinement for Fixed-Order Dubins Traveling Salesman Problem.
.- Multi-population Expensive Optimization Algorithm Assisted by Multi-kernel Surrogate Models.
.- Enhancing Manta Ray Foraging Optimization via Success-Chain Learning, Individualized Fitness-Distance Balance, and Dual-Boundary Attraction for Global Optimization.
.- A Lightweight Relation-Aware Temporal CNN for Multi-Task Intrusion Detection.
.- Control theory and applications, intelligent simulation optimization and scheduling, industrial internet and simulation, green manufacturing and simulation, intelligent manufacturing and simulation.
.- Development of Fault Simulation Model for 3-Axis Air Data System Based on TMAS Software.
.- World Model-Based Computer Generated Forces: Architecture, Methodologies, and Cognitive Modeling in Synthetic Environments.
.- A Review of Simulation and Evaluation of Smoke Screen Usage Efficiency.
.- A Review of Numerical Simulation of Smoke Screen Diffusion in Typical Scenarios.
.- Predictive Rollout Resource Scheduling for Layered counter-UAS Defense Under Saturation Attacks.
.- Improvements to an Instance Segmentation Algorithm for Aircraft Doors in Degraded Environments.
.- Optimization and Simulation of Detection Radar Deployment for Long-Range Rocket Launch Tests Under Complex Constraints.
.- An Interoperability Requirement Analysis Framework for AI Forces in Air Combat Simulation Training.
.- Deduction and Analysis of UAV ISR Operational Application Scenarios in the U.S. Maritime Battlefield.
.- An Embedded VR/AR Application Framework for Operational Command and Control.
.- Physics-Informed Digital Twin Construction for Battlefield Environment: Case Studies on Underwater Acoustics and Weather Forecasting.
.- Other new theories, methods, and technologies related to simulation.
.- Design and Research of Ultra-Low Loss Ultra-Violet Dual-Mode Hollow-Core Anti-Resonant Fiber.
.- Research on the Construction Method of Complex Electromagnetic Environment Based on Multipath.
.- Open-Vocabulary Multi-Label Recognition via Cross-Modal Transfer Learning with LLMs.
.- Performance Evaluation of Generative Adversarial Networks Based on Conditional Discriminator.
.- Editable 3D Reconstruction and Controllable Scene Generation: A Frontier Survey.