2 papers
cs.NE2024
Generative Design through Quality-Diversity Data Synthesis and Language Models
Adam Gaier, James Stoddart, Lorenzo Villaggi +1
Two fundamental challenges face generative models in engineering applications: the acquisition of high-performing, diverse datasets, and the adherence to precise constraints in gen…
cs.CE2023
Sustainability through Optimal Design of Buildings for Natural Ventilation using Updated Comfort and Occupancy Models
Jihoon Chung, Nastaran Shahmansouri, Rhys Goldstein +2
This paper explores the benefits of incorporating natural ventilation (NV) simulation into a generative process of designing residential buildings to improve energy efficiency and…