2 papers
cs.CE2026
A scalable neural bundle map for multiphysics prediction in lithium-ion battery across varying configurations
Zhiwei Zhao, Changqing Liu, Jie Lin +4
Efficient and accurate prediction of Multiphysics evolution across diverse cell geometries is fundamental to the design, management and safety of lithium-ion batteries. However, ex…
cs.LG2025
Neural Diffeomorphic-Neural Operator for Residual Stress-Induced Deformation Prediction
Changqing Liu, Kaining Dai, Zhiwei Zhao +2
Accurate prediction of machining deformation in structural components is essential for ensuring dimensional precision and reliability. Such deformation often originates from residu…