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Peng Jin
Peng Jin
Dirección de correo verificada de psu.edu
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Año
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
55*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
322021
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
92022
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
82023
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, 2023
62023
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
62020
EFWI: 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
NeurIPS, 2023
32023
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
32022
Does Full Waveform Inversion Benefit from Big Data?
P Jin, Y Feng, S Feng, H Wang, Y Chen, B Consolvo, Z Liu, Y Lin
arXiv preprint arXiv:2307.15388, 2023
22023
: 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, 2024
12024
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
12022
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
Auto-Linear Phenomenon in Subsurface Imaging
Y Feng, Y Chen, P Jin, S Feng, Z Liu, Y Lin
arXiv preprint arXiv:2305.13314, 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
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