Multigoal-oriented dual-weighted-residual error estimation using deep neural networks. - Ayan Chakraborty 003; Thomas Wick; Xiaoying Zhuang; Timon Rabczuk (CoRR, 2021)

Variational energy based XPINNs for phase field analysis in brittle fracture. - Ayan Chakraborty 003; Cosmin Anitescu; Somdatta Goswami; Xiaoying Zhuang; Timon Rabczuk (CoRR, 2022)

Domain adaptation based transfer learning approach for solving PDEs on complex geometries. - Ayan Chakraborty 003; Cosmin Anitescu; Xiaoying Zhuang; Timon Rabczuk (Eng. Comput., 2022)