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David Zhen Yin

Stanford University

367 Panama St

Stanford, CA 94305

United States

  • Stanford University

SCHOLARLY PAPERS

3

DOWNLOADS

172

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Quantifying Uncertainty in Ultra-Deepwater Carbonate Facies Modeling

Number of pages: 21 Posted: 05 Mar 2024
Jonas Kloeckner, David Zhen Yin, Paulo R. M. Carvalho, Diego M. Marques, João Felipe C. L. Costa and Jef Caers
Stanford University, Stanford University, Petrobras, Universidade Federal do Rio Grande do Sul (UFRGS), Universidade Federal do Rio Grande do Sul (UFRGS) and Stanford University
Downloads 110 (649,907)

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Geostatistics, Carbonate Facies Modeling, 3D Markov Chains, Seismic, Hidden Markov Models, Uncertainty quantification

2.

Quantifying CO2 Leakage Risk when Planning Safe Geological Carbon Storage Using Importance Sampling of Failure Probabilities

Number of pages: 38 Posted: 01 Nov 2025
Sofia Mantilla Salas, Jonas Kloeckner, David Zhen Yin, Markus Zechner and Jef Caers
Stanford University, Stanford University, Stanford University, Stanford University and Stanford University
Downloads 48 (1,121,190)

Abstract:

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Carbon Capture and Storage. Leakage. Uncertainty. Sampling. Risk. Efficiency.

3.

Importance Sampling for Rare-Event Estimation under Spatial Uncertainty: Application to Estimating CO₂ Leakage Risk in Carbon Capture and Sequestration

Number of pages: 30 Posted: 02 Apr 2026
Sofia Mantilla Salas, Jonas Kloeckner, David Zhen Yin, Markus Zechner and Jef Caers
Stanford University, Stanford University, Stanford University, Stanford University and Stanford University
Downloads 14 (1,518,554)

Abstract:

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Uncertainty, Sampling, risk, Efficiency, Carbon Capture and Storage, Leakage