2024

Enhanced Federated Anomaly Detection through Autoencoders Using Summary Statistics-based Thresholding (Special Issue on Federated Learning)
Laridi, S.*, Palmer G., & Tam, K-M.M.
Scientific Reports

Towards Effective Embedding of Structural Designs Using Large Language Models
Tam, K-M.M.*
Proceedings of the 65th International Association for Shell and Spatial Structures Symposium (IASS), Zürich, Switzerland, 2024.

A Graph-Based Grammar for Structural Design Using Deep Reinforcement Learning
Bleker, L.*; Tam, K-M.M. & D’acunto P. 
Proceedings of the 65th International Association for Shell and Spatial Structures Symposium (IASS), Zürich, Switzerland, 2024

Well-conditioned AI-Assisted Sub-matrix Selection for Numerically Stable Constrained Form-finding of Reticulated Shells via Geometric Deep Q-learning
Tam, K-M.M.*; Maia Avelino, R.; Kudenko, D; Van Mele; T. & Block, P.
Meccanica: Special Issue: Analysis and Design of Shell and Spatial Structures

Logic-informed Graph Neural Networks for Structural Form-finding
Bleker, L.*; Tam, K-M.M. & D’acunto P.
Advanced Engineering Informatics