large language models

A Multiagent Large Language Model-Based System for Early-Stage Building Layout Planning

A multiagent large language model (LLM)–based system for early-stage building layout planning, which enables flexible design requirement inputs and robust spatial reasoning and demonstrated significant improvements in both geometric quality and semantic alignment over a baseline LLM-only system.

Prompt and sequential selection transfer based large language model for traffic prediction with limited data

Large language models for question-driven chemometric analysis: Automated generation of R workflows

Tiny Large Language Models for IoT networks: Potentials and challenges

A comprehensive survey of prompt engineering and context engineering techniques in large language models

Retrieval-Augmented Multimodal Large Language Models for Visual Question Answering of Construction Occupational Health and Safety Hazards

A visual knowledge enhancement framework for construction OHS visual question answering (VQA) based on multimodal large language models (MLLMs) and retrieval-augmented generation (RAG) is proposed, augmenting managerial capacity for reliable and objective OHS hazard prevention.