Abstract for: Using AI to Build, Analyze and Learn from Quantitative and Qualitative Models

This interactive workshop will introduce participants to the use of generative AI in building, analyzing and learning from quantitative and qualitative models (simulating stock flow models, and causal loop diagrams) leveraging the advanced features embedded in the open-source sd-ai project. After initial demonstrations highlighting iterative, AI-enhanced modeling workflows, learners will have the option of joining three breakout groups tailored to their interests: creating or customizing their own ai-assisted modeling tools, or applying AI tools directly to their ongoing modeling projects (either quantitative or qualitative). Participants will gain hands-on experience, critical evaluation skills, and practical strategies for effectively incorporating AI into their system dynamics work. Free access to Stella and CoModel is provided.