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2020 – today
- 2024
[j16]Luke Lozenski
, Hanchen Wang, Fu Li, Mark A. Anastasio, Brendt Wohlberg, Youzuo Lin, Umberto Villa:
Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography. IEEE Trans. Computational Imaging 10: 69-82 (2024)- [c20]Weiwen Jiang, Youzuo Lin:
QuGeo: An End-to-end Quantum Learning Framework for Geoscience - A Case Study on Full-Waveform Inversion. DAC 2024: 100:1-100:6 - [c19]Junhuan Yang, Hanchen Wang, Yi Sheng, Youzuo Lin, Lei Yang:
EdGeo: A Physics-guided Generative AI Toolkit for Geophysical Monitoring on Edge Devices. DAC 2024: 322:1-322:6 - [c18]Yi Sheng, Junhuan Yang, Youzuo Lin, Weiwen Jiang, Lei Yang:
Toward Fair Ultrasound Computing Tomography: Challenges, Solutions and Outlook. ACM Great Lakes Symposium on VLSI 2024: 748-753 - [c17]Junhuan Yang, Yi Sheng, Yuzhou Zhang, Hanchen Wang, Youzuo Lin, Lei Yang:
Enhanced AI for Science using Diffusion-based Generative AI - A Case Study on Ultrasound Computing Tomography. ACM Great Lakes Symposium on VLSI 2024: 754-759 - [c16]Daniel Manu, Youzuo Lin, Jingjing Yao, Zhirun Li, Xiang Sun:
Enhancing IoT Security with Asynchronous Federated Learning for Seismic Inversion. ICC Workshops 2024: 1493-1498 - [c15]Yinan Feng, Yinpeng Chen, Peng Jin, Shihang Feng, Youzuo Lin:
Auto-Linear Phenomenon in Subsurface Imaging. ICML 2024 - [c14]Yi Sheng, Hanchen Wang, Yipei Liu, Junhuan Yang, Weiwen Jiang, Youzuo Lin, Lei Yang:
APS-USCT: Ultrasound Computed Tomography on Sparse Data via AI-Physic Synergy. MICCAI (7) 2024: 99-108 - [i31]Junhuan Yang, Hanchen Wang, Yi Sheng, Youzuo Lin, Lei Yang:
A Physics-guided Generative AI Toolkit for Geophysical Monitoring. CoRR abs/2401.03131 (2024) - [i30]Yi Sheng, Hanchen Wang, Yipei Liu, Junhuan Yang, Weiwen Jiang, Youzuo Lin, Lei Yang:
APS-USCT: Ultrasound Computed Tomography on Sparse Data via AI-Physic Synergy. CoRR abs/2407.14564 (2024) - [i29]Youzuo Lin, Shihang Feng, James Theiler, Yinpeng Chen, Umberto Villa, Jing Rao, John James Greenhall, Cristian Pantea, Mark A. Anastasio, Brendt Wohlberg:
Physics and Deep Learning in Computational Wave Imaging. CoRR abs/2410.08329 (2024) - [i28]Yinan Feng, Yinpeng Chen, Yueh Lee, Youzuo Lin:
On a Hidden Property in Computational Imaging. CoRR abs/2410.08498 (2024) - 2023
- [j15]Youzuo Lin, James Theiler, Brendt Wohlberg:
Physics-Guided Data-Driven Seismic Inversion: Recent progress and future opportunities in full-waveform inversion. IEEE Signal Process. Mag. 40(1): 115-133 (2023) - [j14]Bian Li, Hanchen Wang, Shihang Feng, Xiu Yang, Youzuo Lin:
Solving Seismic Wave Equations on Variable Velocity Models With Fourier Neural Operator. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [j13]Congcong Yuan, Yiyu Ni, Youzuo Lin, Marine Denolle:
Better Together: Ensemble Learning for Earthquake Detection and Phase Picking. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j12]Antonio R. Paiva, Weichang Li, Chris A. Mattmann, Youzuo Lin, Maarten V. de Hoop:
Guest Editorial Special Issue on Deep Learning for Earth and Planetary Geosciences. IEEE Trans. Neural Networks Learn. Syst. 34(7): 3242-3244 (2023) - [c13]Zhirui Hu, Youzuo Lin, Qiang Guan, Weiwen Jiang:
Battle Against Fluctuating Quantum Noise: Compression-Aided Framework to Enable Robust Quantum Neural Network. DAC 2023: 1-6 - [c12]Shihang Feng, Hanchen Wang, Chengyuan Deng, Yinan Feng, Yanhua Liu, Min Zhu, Peng Jin, Yinpeng Chen, Youzuo Lin:
EFWI: Multiparameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties. NeurIPS 2023 - [i27]Yinan Feng, Yinpeng Chen, Peng Jin, Shihang Feng, Zicheng Liu, Youzuo Lin:
Simplifying Full Waveform Inversion via Domain-Independent Self-Supervised Learning. CoRR abs/2305.13314 (2023) - [i26]Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Youzuo Lin:
Image is First-order Norm+Linear Autoregressive. CoRR abs/2305.16319 (2023) - [i25]Min Zhu, Shihang Feng, Youzuo Lin, Lu Lu:
Fourier-DeepONet: Fourier-enhanced deep operator networks for full waveform inversion with improved accuracy, generalizability, and robustness. CoRR abs/2305.17289 (2023) - [i24]Shengyu Chen, Shihang Feng, Yao Huang, Zhou Lei, Xiaowei Jia, Youzuo Lin, Estaben Rougier:
HOSSnet: an Efficient Physics-Guided Neural Network for Simulating Crack Propagation. CoRR abs/2306.08783 (2023) - [i23]Shihang Feng, Hanchen Wang, Chengyuan Deng, Yinan Feng, Yanhua Liu, Min Zhu, Peng Jin, Yinpeng Chen, Youzuo Lin:
EFWI: Multi-parameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties. CoRR abs/2306.12386 (2023) - [i22]Peng Jin, Yinan Feng, Shihang Feng, Hanchen Wang, Yinpeng Chen, Benjamin Consolvo, Zicheng Liu, Youzuo Lin:
Does Full Waveform Inversion Benefit from Big Data? CoRR abs/2307.15388 (2023) - [i21]Zhepeng Wang, Isaacshubhanand Putla, Weiwen Jiang, Youzuo Lin:
Edge-InversionNet: Enabling Efficient Inference of InversionNet on Edge Devices. CoRR abs/2310.09667 (2023) - [i20]Yinpeng Chen, Dongdong Chen, Xiyang Dai, Mengchen Liu, Lu Yuan, Zicheng Liu, Youzuo Lin:
On the Hidden Waves of Image. CoRR abs/2310.12976 (2023) - 2022
- [j11]Daniel Manu, Petro Mushidi Tshakwanda, Youzuo Lin, Weiwen Jiang, Lei Yang:
Seismic Waveform Inversion Capability on Resource-Constrained Edge Devices. J. Imaging 8(12): 312 (2022) - [j10]Renán Rojas-Gómez, Jihyun Yang, Youzuo Lin, James Theiler, Brendt Wohlberg:
Physics-Consistent Data-Driven Waveform Inversion With Adaptive Data Augmentation. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j9]Shihang Feng, Youzuo Lin, Brendt Wohlberg:
Multiscale Data-Driven Seismic Full-Waveform Inversion With Field Data Study. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j8]Shihang Feng, Xitong Zhang, Brendt Wohlberg, Neill Symons, Youzuo Lin:
Connect the Dots: In Situ 4-D Seismic Monitoring of CO2 Storage With Spatio-Temporal CNNs. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j7]Yuxin Yang, Xitong Zhang, Qiang Guan, Youzuo Lin:
Making Invisible Visible: Data-Driven Seismic Inversion With Spatio-Temporally Constrained Data Augmentation. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j6]Qili Zeng, Shihang Feng, Brendt Wohlberg, Youzuo Lin:
InversionNet3D: Efficient and Scalable Learning for 3-D Full-Waveform Inversion. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [c11]Zhirui Hu, Peiyan Dong, Zhepeng Wang, Youzuo Lin, Yanzhi Wang, Weiwen Jiang:
Quantum Neural Network Compression. ICCAD 2022: 140:1-140:9 - [c10]Peng Jin, Xitong Zhang, Yinpeng Chen, Sharon Xiaolei Huang, Zicheng Liu, Youzuo Lin:
Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and Partial Differential Equation in a Loop. ICLR 2022 - [c9]Yinan Feng, Yinpeng Chen, Shihang Feng, Peng Jin, Zicheng Liu, Youzuo Lin:
An Intriguing Property of Geophysics Inversion. ICML 2022: 6434-6446 - [c8]Chengyuan Deng, Shihang Feng, Hanchen Wang, Xitong Zhang, Peng Jin, Yinan Feng, Qili Zeng, Yinpeng Chen, Youzuo Lin:
OpenFWI: Large-scale Multi-structural Benchmark Datasets for Full Waveform Inversion. NeurIPS 2022 - [i19]Shihang Feng, Peng Jin, Yinpeng Chen, Xitong Zhang, Zicheng Liu, Youzuo Lin:
Exploring Multi-physics with Extremely Weak Supervision. CoRR abs/2202.01770 (2022) - [i18]Yinan Feng, Yinpeng Chen, Shihang Feng, Peng Jin, Zicheng Liu, Youzuo Lin:
An Intriguing Property of Geophysics Inversion. CoRR abs/2204.13731 (2022) - [i17]Zhirui Hu, Peiyan Dong, Zhepeng Wang, Youzuo Lin, Yanzhi Wang, Weiwen Jiang:
Quantum Neural Network Compression. CoRR abs/2207.01578 (2022) - [i16]Bian Li, Hanchen Wang, Xiu Yang, Youzuo Lin:
Solving Seismic Wave Equations on Variable Velocity Models with Fourier Neural Operator. CoRR abs/2209.12340 (2022) - [i15]Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Youzuo Lin:
Self-Supervised Learning based on Heat Equation. CoRR abs/2211.13228 (2022) - [i14]Yanhua Liu, Xitong Zhang, Ilya Tsvankin, Youzuo Lin:
Enhanced prediction accuracy with uncertainty quantification in monitoring CO2 sequestration using convolutional neural networks. CoRR abs/2212.04567 (2022) - 2021
- [i13]Qili Zeng, Shihang Feng, Brendt Wohlberg, Youzuo Lin:
InversionNet3D: Efficient and Scalable Learning for 3D Full Waveform Inversion. CoRR abs/2103.14158 (2021) - [i12]Shihang Feng, Xitong Zhang, Brendt Wohlberg, Neill Symons, Youzuo Lin:
Connect the Dots: In Situ 4D Seismic Monitoring of CO2 Storage with Spatio-temporal CNNs. CoRR abs/2105.11622 (2021) - [i11]Yuxin Yang, Xitong Zhang, Qiang Guan, Youzuo Lin:
Making Invisible Visible: Data-Driven Seismic Inversion with Physics-Informed Data Augmentation. CoRR abs/2106.11892 (2021) - [i10]Peng Jin, Xitong Zhang, Yinpeng Chen, Sharon Xiaolei Huang, Zicheng Liu, Youzuo Lin:
Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and Partial Differential Equation in a Loop. CoRR abs/2110.07584 (2021) - [i9]Chengyuan Deng, Yinan Feng, Shihang Feng, Peng Jin, Xitong Zhang, Qili Zeng, Youzuo Lin:
OpenFWI: Benchmark Seismic Datasets for Machine Learning-Based Full Waveform Inversion. CoRR abs/2111.02926 (2021) - [i8]Chengyuan Deng, Youzuo Lin:
On the Robustness and Generalization of Deep Learning Driven Full Waveform Inversion. CoRR abs/2111.14220 (2021) - 2020
- [j5]Yue Wu, Youzuo Lin:
InversionNet: An Efficient and Accurate Data-Driven Full Waveform Inversion. IEEE Trans. Computational Imaging 6: 419-433 (2020) - [j4]Zhongping Zhang, Youzuo Lin:
Data-Driven Seismic Waveform Inversion: A Study on the Robustness and Generalization. IEEE Trans. Geosci. Remote. Sens. 58(10): 6900-6913 (2020) - [c7]Yuxin Yang, Ben Gremillion, Xitong Zhang, Youzuo Lin, Brendt Wohlberg, Qiang Guan:
How Good Is Your Scientific Data Generative Model? MLHPC/AI4S@SC 2020: 96-102 - [c6]Youzuo Lin, James Theiler, Brendt Wohlberg, Yue Wu, Zhongping Zhang:
Data-driven Methods for Solving Large-scale Inverse Problems with Applications to Subsurface Imaging. SSIAI 2020: 13 - [i7]Renán Rojas-Gómez, Jihyun Yang, Youzuo Lin, James Theiler, Brendt Wohlberg:
Physics-Consistent Data-driven Waveform Inversion with Adaptive Data Augmentation. CoRR abs/2009.01807 (2020)
2010 – 2019
- 2019
- [j3]Yue Wu, Youzuo Lin, Zheng Zhou, David Chas Bolton, Ji Liu, Paul Johnson:
DeepDetect: A Cascaded Region-Based Densely Connected Network for Seismic Event Detection. IEEE Trans. Geosci. Remote. Sens. 57(1): 62-75 (2019) - [c5]Zhongping Zhang, Youzuo Lin, Zheng Zhou, Tianlang Chen:
Adaptive Filtering for Event Recognition from Noisy Signal: an Application to Earthquake Detection. ICASSP 2019: 3327-3331 - [c4]Zhongping Zhang, Yue Wu, Zheng Zhou, Youzuo Lin:
VelocityGAN: Subsurface Velocity Image Estimation Using Conditional Adversarial Networks. WACV 2019: 705-714 - [i6]Tiantong Wang, Youzuo Lin:
EarthquakeGen: Earthquake Simulation Using Generative Adversarial Networks. CoRR abs/1911.03966 (2019) - 2018
- [i5]Yue Wu, Youzuo Lin, Zheng Zhou, Andrew Delorey:
Seismic-Net: A Deep Densely Connected Neural Network to Detect Seismic Events. CoRR abs/1802.02241 (2018) - [i4]Panfeng Li, Youzuo Lin, Emily Schultz-Fellenz:
Encoded Hourglass Network for Semantic Segmentation of High Resolution Aerial Imagery. CoRR abs/1810.12813 (2018) - [i3]Cheng Zhan, Licheng Zhang, Zhenzhen Zhong, Sher Didi-Ooi, Youzuo Lin, Yunxi Zhang, Shujiao Huang, Chang-Chun Wang:
Deep Learning Approach in Automatic Iceberg - Ship Detection with SAR Remote Sensing Data. CoRR abs/1812.07367 (2018) - 2017
- [c3]Youzuo Lin:
Multiple Queries of Information Retrieval Using Krylov Subspace Method. ICDM Workshops 2017: 531-538 - [c2]Youzuo Lin, Brendt Wohlberg, Velimir V. Vesselinov:
ADMM penalty parameter selection with krylov subspace recycling technique for sparse coding. ICIP 2017: 1945-1949 - [i2]Yue Wu, Youzuo Lin, Zheng Zhou, David Chas Bolton, Ji Liu, Paul Johnson:
Cascaded Contextual Region-based Convolutional Neural Network for Event Detection from Time Series Signals: A Seismic Application. CoRR abs/1709.07943 (2017) - [i1]Youzuo Lin, Shusen Wang, Jayaraman J. Thiagarajan, George Guthrie, David Coblentz:
Efficient Data-Driven Geologic Feature Detection from Pre-stack Seismic Measurements using Randomized Machine-Learning Algorithm. CoRR abs/1710.04329 (2017) - 2016
- [c1]Youzuo Lin, Yudhishthir Kandel, Matthew Zotta, Eric Lifshin:
SEM resolution improvement using semi-blind restoration with hybrid L1-L2 regularization. SSIAI 2016: 33-36 - 2012
- [j2]Rosemary A. Renaut, Youzuo Lin, Hongbin Guo:
Multisplitting for regularized least squares with Krylov subspace recycling. Numer. Linear Algebra Appl. 19(4): 655-676 (2012) - 2010
- [j1]Youzuo Lin, Brendt Wohlberg, Hongbin Guo:
UPRE method for total variation parameter selection. Signal Process. 90(8): 2546-2551 (2010)
Coauthor Index
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