Randomized neural operator for parametric PDEs with fast training and conformal uncertainty quantification

Zirui Deng, Jingbo Sun, Deyu Meng +1

Repeatedly solving parametric PDEs is essential for uncertainty quantification, design optimization and inverse problems, but conventional neural operators require expensive non-co…