| OpenFWI: Large-scale multi-structural benchmark datasets for full waveform inversion C Deng, S Feng, H Wang, X Zhang, P Jin, Y Feng, Q Zeng, Y Chen, Y Lin Advances in Neural Information Processing Systems 35, 6007-6020, 2022 | 97* | 2022 |
| Unsupervised learning of full-waveform inversion: Connecting CNN and partial differential equation in a loop P Jin, X Zhang, Y Chen, SX Huang, Z Liu, Y Lin arXiv preprint arXiv:2110.07584, 2021 | 52 | 2021 |
| Synthetic augmentation with large-scale unconditional pre-training J Ye, H Ni, P Jin, SX Huang, Y Xue International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 23 | 2023 |
| An intriguing property of geophysics inversion Y Feng, Y Chen, S Feng, P Jin, Z Liu, Y Lin International Conference on Machine Learning, 6434-6446, 2022 | 17 | 2022 |
| : Multiparameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties S Feng, H Wang, C Deng, Y Feng, Y Liu, M Zhu, P Jin, Y Chen, Y Lin Advances in Neural Information Processing Systems 36, 23701-23713, 2023 | 11 | 2023 |
| Simplifying full waveform inversion via domain-independent self-supervised learning Y Feng, Y Chen, P Jin, S Feng, Z Liu, Y Lin arXiv preprint arXiv:2305.13314, 2-3, 2023 | 7 | 2023 |
| CycleFCN: A physics-informed data-driven seismic waveform inversion method P Jin, S Feng, Y Lin, B Wohlberg, D Moulton, E Cromwell, X Chen SEG Technical Program Expanded Abstracts 2020, 3867-3871, 2020 | 7 | 2020 |
| An Empirical Study of Large-Scale Data-Driven Full Waveform Inversion P Jin, Y Feng, S Feng, H Wang, Y Chen, B Consolvo, Z Liu, Y Lin arXiv preprint arXiv:2307.15388, 2023 | 6* | 2023 |
| Auto-linear phenomenon in subsurface imaging Y Feng, Y Chen, P Jin, S Feng, Z Liu, Y Lin arXiv preprint arXiv:2305.13314, 2023 | 5 | 2023 |
| Exploring multi-physics with extremely weak supervision S Feng, P Jin, Y Chen, X Zhang, Z Liu, Y Lin arXiv preprint arXiv:2202.01770, 2022 | 4 | 2022 |
| Extremely weak supervision inversion of multiphysical properties S Feng, P Jin, X Zhang, Y Chen, D Alumbaugh, M Commer, Y Lin Second International Meeting for Applied Geoscience & Energy, 1785-1789, 2022 | 3 | 2022 |
| OpenFWI 2.0: Benchmark datasets for elastic full-waveform inversion S Feng, H Wang, C Deng, Y Feng, M Zhu, P Jin, Y Chen, Y Lin SEG International Exposition and Annual Meeting, SEG-2023-3896358, 2023 | | 2023 |
| Strain-Level Identification and Analysis of Avian Coronavirus Using Raman Spectroscopy and Interpretable Machine Learning P Jin, YT Yeh, J Ye, Z Wang, Y Xue, N Zhang, S Huang, E Ghedin, H Lu, ... 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023 | | 2023 |
| An Open-source Platform to Facilitate Data-driven FWI Research S Feng, C Deng, H Wang, X Zhang, Q Zeng, P Jin, Y Feng, Y Lin, Y Chen AGU Fall Meeting Abstracts 2022, NS35B-0387, 2022 | | 2022 |
| Weakly Supervised Inversion of Multi-physics Data for Geophysical Properties S Feng, P Jin, Y Chen, X Zhang, Z Liu, D Alumbaugh, M Commer, Y Lin ICML 2022 2nd AI for Science Workshop, 0 | | |
Youzuo LinAssociate Professor, University of North Carolina at Chapel HillVerificeret mail på unc.edu