Skip to content

Author

Zhenye Wen

We have 2 of 4 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.

Open access Aug 2026

Unsupervised Operator Learning Approach for Dissipative Equations via Onsager Principle

Abstract. Existing operator learning methods rely on supervised training with high-fidelity simulation data, introducing significant computational cost. In this work, we propose the deep Onsager operator learning (DOOL) method, a novel unsupervised framework for solving dissipative equations. Rooted in the Onsager var...

Zhipeng Chang, Zhenye Wen, Xiao-Fei Zhao · 0 citations
Preprint Aug 2026

Multi-stage neural operator learning with application for convolutions

Two general multi-stage neural operator learning frameworks applicable when the target operator can be represented by a PDE, leveraging the weak form of the PDE residual for training are introduced.

Zhiping Mao, Zhenye Wen, Yong Zhang et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.