1 citations · 1 across the 6 of their papers we have counts for
6 papers
Multimodal Modular Chain of Thoughts in Energy Performance Certificate Assessment
Zhen Peng, Peter J. Bentley
Accurate evaluation of building energy performance remains challenging in regions where scalable Energy Performance Certificate (EPC) assessments are unavailable. This paper presen…
Situating AI Agents in their World: Aspective Agentic AI for Dynamic Partially Observable Information Systems
Peter J. Bentley, Soo Ling Lim, Fuyuki Ishikawa
Agentic LLM AI agents are often little more than autonomous chatbots: actors following scripts, often controlled by an unreliable director. This work introduces a bottom-up framewo…
CLEAR: Cue Learning using Evolution for Accurate Recognition Applied to Sustainability Data Extraction
Peter J. Bentley, Soo Ling Lim, Fuyuki Ishikawa
Large Language Model (LLM) image recognition is a powerful tool for extracting data from images, but accuracy depends on providing sufficient cues in the prompt - requiring a domai…
Automated Real-World Sustainability Data Generation from Images of Buildings
Peter J Bentley, Soo Ling Lim, Rajat Mathur +1
When data on building features is unavailable, the task of determining how to improve that building in terms of carbon emissions becomes infeasible. We show that from only a set of…
Address-Specific Sustainable Accommodation Choice Through Real-World Data Integration
Peter J. Bentley, Rajat Mathur, Soo Ling Lim +1
Consumers wish to choose sustainable accommodation for their travels, and in the case of corporations, may be required to do so. Yet accommodation marketplaces provide no meaningfu…
SCAPE: Searching Conceptual Architecture Prompts using Evolution
Soo Ling Lim, Peter J Bentley, Fuyuki Ishikawa
Conceptual architecture involves a highly creative exploration of novel ideas, often taken from other disciplines as architects consider radical new forms, materials, textures and…