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cs.LG2026
A Multi-Agent Framework for Zero-Dimensional Reduced-Order Model Planning
Bingteng Sun, Hao Yin, Yiling Chen +9
Zero-dimensional reduced-order models (0D ROMs) are central to multi-dimensional design workflows for high-end complex equipment. However, the planning process currently relies on…
cs.LG2020★ 7 cited
Multi-Constitutive Neural Network for Large Deformation Poromechanics Problem
Qi Zhang, Yilin Chen, Ziyi Yang +1
In this paper, we study the problem of large-strain consolidation in poromechanics with deep neural networks (DNN). Given different material properties and different loading condit…