2 papers
cs.AI2026
Neuro-Symbolic AI for LEED compliance: Document-Centric Benchmarking, Deterministic Numeric Checking, and When Multimodal Hurts
Aritro De, Juliana Felkner
LEED v4.1 BD+C certification remains a document-intensive process that requires reviewers to read hundreds of pages of project evidence and apply credit-specific threshold logic by…
cs.CY2022
IMPACT: Integrated Bottom-Up Greenhouse Gas Emission Pathways for Cities
Juliana Felkner, Zoltan Nagy, Ariane L. Beck +13
Increasing urbanization puts pressure on cities to prioritize sustainable growth and avoid carbon lock-in. Available modeling frameworks fall acutely of guiding such pivotal decisi…