Author

Jia-Hao Zhang

h-index 3 View on Semantic Scholar

We have 2 of 19 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Jul 2026

Geometry-aware LegONet for PDE Learning on Arbitrary Domains

Geometry-aware LegONet (gLegONet), a boundary-manifold extension of Lego-like operator learning, is introduced, a boundary-manifold extension of Lego-like operator learning that converts arbitrary-domain PDE learning from geometry-specific retraining or soft penalty enforcement into boundary-guaranteed assembly of reus...

Jia-Hao Zhang, Yueqi Wang, Guang Lin · arXiv.org · 0 citations

Preprint Sep 2025

Low-Rank Evolutionary Deep Neural Networks via Adaptive Tangent-Space Reduction

Numerical experiments demonstrate that LR-EDNN substantially reduces computational cost while maintaining the accuracy and qualitative fidelity of the full EDNN solver when the rank is chosen adequately.

Jia-Hao Zhang, Shi-Heng Zhang, Guang Lin · 1 citation