Author

Ignacio Trejos-Zelaya

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Open access Aug 2026

Agent-Based Modeling and Simulation - Feature Spaces, Macroscopic Statistical Analysis, and Specification Fidelity

Agent-Based Models (ABMs) are widely used to simulate complex systems through emergent behavior. Agent Based Modeling practice is constrained by the lack of systematic methods to evaluate and select frameworks for a given problem, and by the absence of protocols to study differences across computational implementations...

Luis Carlos Lara-Lopez, Ignacio Trejos-Zelaya, Santiago Núñez-Corrales et al. · CLEI Electronic Journal · 0 citations

Open access Jul 2026

Towards a Code-Based Assessment of Computational Thinking Skills

Computational thinking (CT) skills are central to higher-education programming, yet assessing them at scale is challenging. Automated source-code analysis is a promising path, but its validity at university level is still poorly understood. We examined how far code-based metrics can capture traces of two CT skills: abs...

Isaac Alpizar-Chacon, Jorge Monge-Fallas, Herson Esquivel-Vargas et al. · Applied Sciences · 0 citations