Machine learning-based surrogate resilience modeling for preliminary seismic design
Release Time:2025-01-06 Hits:
Date of Publication: 2024-11-16
Journal: Journal of Building Engineering
Volume: 98
ISSN: 2352-7102
Key Words: Adversarial machine learning; Architectural design; Contrastive Learning; Early decision; Interpretability; Lateral force resisting system; Machine-learning; Model interpretability; Nearest neighbor search; Preliminary seismic design; Random forests; Resilience assessment; Resilience model; Support vector regression; Surrogate modeling; Surrogate resilience modeling; Trees (mathematics)