Deep transfer learning for conditional shift in regression X Liu, Y Li, Q Meng, G Chen Knowledge-Based Systems 227, 107216, 2021 | 44 | 2021 |
Laplace neural operator for complex geometries G Chen, X Liu, Y Li, Q Meng, L Chen arXiv preprint arXiv:2302.08166, 2023 | 22* | 2023 |
Sampling via the aggregation value for data-driven manufacturing X Liu, G Chen, Y Li, L Chen, Q Meng, C Mehdi-Souzani National Science Review 9 (11), nwac201, 2022 | 13 | 2022 |
A novel physics-informed neural operator for thermochemical curing analysis of carbon-fibre-reinforced thermosetting composites Q Meng, Y Li, X Liu, G Chen, X Hao Composite Structures 321, 117197, 2023 | 11 | 2023 |
Residual fourier neural operator for thermochemical curing of composites G Chen, Y Li, Q Meng, J Zhou, X Hao arXiv preprint arXiv:2111.10262, 2021 | 9 | 2021 |
Physics-guided neural operator for data-driven composites manufacturing process modelling G Chen, Y Li, X Liu, C Mehdi-Souzani, Q Meng, J Zhou, X Hao Journal of Manufacturing Systems 70, 217-229, 2023 | 7 | 2023 |
Learning neural operators on riemannian manifolds G Chen, X Liu, Q Meng, L Chen, C Liu, Y Li National Science Open 3 (6), 20240001, 2024 | 4 | 2024 |
Operator Transfer Learning for Physics Field Prediction on Complex Geometries with Limited Labelled Data L Hu, L Chen, Y Li, X Liu, G Chen, Q Meng, X Hao, C Liu Available at SSRN 4981813, 2024 | 1 | 2024 |
A general reduced-order neural operator for spatio-temporal predictive learning on complex spatial domains Q Meng, Y Li, Z Deng, X Liu, G Chen, Q Wu, C Liu, X Hao arXiv preprint arXiv:2409.05508, 2024 | 1 | 2024 |
BV-NORM: A neural operator learning framework for parametric boundary value problems on complex geometric domains in engineering Z Deng, Q Meng, Y Li, X Liu, G Chen, L Chen, C Liu, X Hao Engineering Applications of Artificial Intelligence 144, 110109, 2025 | | 2025 |
Prediction of cure-induced deformation of carbon fiber reinforced polymer composites based on transfer learning H Chen, X Liu, Q Meng Third International Conference on Advanced Manufacturing Technology and …, 2024 | | 2024 |
Rapid prediction of the cure-induced distortion of newly developed composite parts via transfer learning J Guo, S Liu, Y Li, Q Meng, X Liu, X Hao Composite Structures 339, 118139, 2024 | | 2024 |