Latest Research in Complex System Modeling

Top Research Topics in Complex System Modeling

• Software Engineering — 22 papers
• Artificial Intelligence — 10 papers
• Software Engineering Techniques and Practices — 6 papers
• Software Engineering Research — 6 papers
• Computation and Language — 4 papers
• Systems Engineering Methodologies and Applications — 4 papers
• Explainable Artificial Intelligence (XAI) — 4 papers
• Geographic Information Systems Studies — 3 papers
• Computer Vision and Pattern Recognition — 3 papers
• Color perception and design — 3 papers

Highest-Cited Papers

1. A survey of multi-agent geosimulation methodologies: from ABM to LLM
2. Prioritising AI-Augmented Requirements Engineering Phases for Legacy System Modernisation Using Symmetry-Informed SF-AHP Weighting and Spherical Fuzzy Scoring
3. Enhancing the Usability of Historical Geoportal with User Studies—Atlas Fontium Case Study
4. AI-Powered Data Quality and Validation Systems for Industrial Operations: A Reference Architecture for Rule-Based and AI-Assisted Exception Management
5. Constructing Dynamic Master Logic Models as Knowledge Graphs for Complex System Diagnostics Using Retrieval-Augmented Large Language Models
6. A Cascaded Unsupervised-Supervised NLP Pipeline for Detecting Accusatory Language in Public Procurement
7. SIDInspector: A Mapping-First Diagnostic Resource for Semantic-ID Tokenizers
8. Conceptual System Design Case Study for Decision Analysis
9. A comparison of rotary and sonic borehole drilling techniques in the Lambeth Group and Chalk Group on the HS2 alignment in Northwest London
10. Multimodality of Flavor Contents
11. Deep Learning Methods for Software Requirement Classification: A Performance Study on the Pure Dataset (7 citations)
12. Can large language models assist choice modelling? Insights into prompting strategies and current models’ capabilities
13. VDC-Agent: When Video Detailed Captioners Evolve Themselves via Agentic Self-Reflection
14. Extending Triple Graph Grammars to Formalize Complex View Definitions on Families of Models - Long Version
15. Simplifying Requirements Engineering in the Context of the LGPD: An LLM-Based Investigation
16. Daily Provisions: Tracing a Longue Durée of Feeding Archaeological Workers and Paths of Sustenance for the Future
17. Enhancing adversarial robustness of lightweight neural networks for on-vehicle traffic sign recognition systems
18. Enterprise Defect Analysis Methodology (EDAM) – Version 2.0 – Phase 2: Enterprise Defect Classification
19. A multi-agent framework for standards-aligned semantic validation of SysML v2 models
20. Enterprise Defect Analysis Methodology (EDAM) – Version 2.0 – Phase 2: Enterprise Defect Classification

Sub-Regions

• Software Engineering Techniques and Practices — 56 papers
• Software Engineering Research — 39 papers
• Software Engineering — 30 papers
• Artificial Intelligence — 21 papers
• Cultural Heritage Management and Preservation — 14 papers
• Cultural Industries and Urban Development — 2 papers