BIMgent: Generating Building Models via Computer-use Agents
Zi-Han Deng, Changyu Du, S. Nousias et al.
· 0 citations
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AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Querying BIM Models with LLM Agents: A Comparison of Data Representations
Changyu Du, S. Hellin, S. Fuchs et al.
· 0 citations
Jul 2026
IFCMemoryBench: Evaluating Long-Term Memory of LLM-Based Agents in BIM Information Retrieval
Results reveal a domain-transfer gap in agent memory and suggest that reliable professional agents require domain-aware memory representations linking conversations, project knowledge, and structured model entities.
Changyu Du, Alexander Vosseler, Filippo Mazza et al.
· arXiv.org · 0 citations
A Systematic Evaluation Framework for AI-Driven BIM Question Answering Systems
A systematic evaluation framework for BIM-QA systems comprising a four-category question taxonomy based on data retrieval complexity, and an evaluation protocol with five binary quality criteria, enabling consistent benchmarking and targeted diagnosis of system weaknesses is presented.
Sylvain Hellin, Stavros Nousias, André Borrmann
· 2 citations