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Preconditioned Crank-Nicolson Markov Chain Monte Carlo Coupled With Parallel Tempering : An Efficient Method for Bayesian Inversion of Multi-Gaussian Log-Hydraulic Conductivity Fields

T. Xu, S. Reuschen, W. Nowak, and H. Hendricks Franssen. Water resources research, 56 (8): e2020WR027110 (2020)
DOI: 10.1029/2020WR027110

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Xu Chu

Chensheng Xu University of Stuttgart

Tongyu Xu University of Stuttgart

Yichen Xu University of Stuttgart

Dr. -Ing. Xu Chu University of Stuttgart

Other publications of authors with the same name

Novel method of flatness pattern recognition via cloud neural network.X. Zhang, L. Zhao, W. bao Zhao, and T. Xu. Soft Comput., 19 (10): 2837-2843 (2015)Single and Multiple View Detection, Tracking and Video Analysis in Crowded Environments.T. Xu, P. Peng, X. Fang, C. Su, Y. Wang, Y. Tian, W. Zeng, and T. Huang. AVSS, page 494-499. IEEE Computer Society, (2012)An ultra-low energy PUF matching security platform using programmable delay lines.T. Xu, H. Gu, and M. Potkonjak. ReCoSoC, page 1-8. IEEE, (2016)Securing embedded systems and their IPs with digital reconfigurable PUFs.J. Zheng, T. Xu, and M. Potkonjak. PATMOS, page 169-176. IEEE, (2016)Enabling environmentally-powered indoor sensor networks with dynamic routing and operation.J. Guo, T. Xu, T. Stavrinos, and M. Potkonjak. PATMOS, page 213-220. IEEE, (2016)Detection of Water Leakage in Underground Tunnels Using Corrected Intensity Data and 3D Point Cloud of Terrestrial Laser Scanning.T. Xu, L. Xu, X. Li, and J. Yao. IEEE Access, (2018)Point cloud acquisition using target image-aided attitude determination method.T. Xu, L. Xu, X. Li, and H. Wang. I2MTC, page 1-5. IEEE, (2017)Artemis: Articulated Neural Pets with Appearance and Motion synthesis.H. Luo, T. Xu, Y. Jiang, C. Zhou, Q. Qiu, Y. Zhang, W. Yang, L. Xu, and J. Yu. CoRR, (2022)Code and data of Bayesian inversion of hierarchical geostatistical models using a parallel-tempering sequential Gibbs MCMCS. Reuschen, T. Xu, and W. Nowak. Dataset, (2020)Related to: Reuschen, S., Xu, T., Nowak, W., 2020. Bayesian inversion of hierarchical geostatistical models using a parallel-tempering sequential Gibbs MCMC. Advances in Water Resources 141, 103614. doi: 10.1016/j.advwatres.2020.103614.Bayesian Inversion of Multi-Gaussian Log-Conductivity Fields With Uncertain Hyperparameters : An Extension of Preconditioned Crank-Nicolson Markov Chain Monte Carlo With Parallel TemperingS. Xiao, T. Xu, S. Reuschen, W. Nowak, and H. Hendricks-Franssen. Water resources research, 57 (9): e2021WR030313 (2021)

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