1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2026
A Unified Hierarchical Multi-Task Multi-Fidelity Framework for Data-Efficient Surrogate Modeling in Manufacturing
Manan Mehta, Zhiqiao Dong, Yuhang Yang +1
Surrogate modeling is an essential data-driven technique for quantifying relationships between input variables and system responses in manufacturing and engineering systems. Two ma…
cs.LG2025★ 1 cited
Physics-informed data-driven machine health monitoring for two-photon lithography
Sixian Jia, Zhiqiao Dong, Chenhui Shao
Two-photon lithography (TPL) is a sophisticated additive manufacturing technology for creating three-dimensional (3D) micro- and nano-structures. Maintaining the health of TPL syst…
cond-mat.dis-nn2025
The Physics of Local Optimization in Complex Disordered Systems
Mutian Shen, Gerardo Ortiz, Zhiqiao Dong +2
Limited resources motivate decomposing large-scale problems into smaller,``local" subsystems and stitching together the so-found solutions. We explore the physics underlying this a…