Unsupervised operator learning approach for dissipative equations via Onsager principle

Zhipeng Chang, Zhenye Wen, Xiaofei Zhao

Existing operator learning methods rely on supervised training with high-fidelity simulation data, introducing significant computational cost. In this work, we propose the deep Ons…