Data-Driven Multiscale Design of Cellular Composites with Multiclass Microstructures for Natural Frequency Maximization. - Liwei Wang; Anton van Beek; Daicong Da; Yu-Chin Chan; Ping Zhu 006; Wei Chen 041 (CoRR, 2021)

T-METASET: Task-Aware Generation of Metamaterial Datasets by Diversity-Based Active Learning. - Doksoo Lee; Yu-Chin Chan; Wei Wayne Chen; Liwei Wang; Anton van Beek; Wei Chen 041 (CoRR, 2022)

Ethical Generative Artificial Intelligence in Design Education: A Multi-Stakeholder Framework. - Jiaqi Zhang; Anton van Beek (EDUCON, 2025)

Flow Battery Manifold Design with Heterogeneous Inputs Through Generative Adversarial Neural Networks. - Eric Seng; Hugh O'Connor; Adam M. Boyce; Josh J. Bailey; Anton van Beek (CoRR, 2025)

Emergence of Hierarchies in Multi-Agent Self-Organizing Systems Pursuing a Joint Objective. - Gang Chen; Guoxin Wang; Anton van Beek; Zhenjun Ming; Yan Yan (CoRR, 2025)