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M

Michael J. Pyrcz

Cockrell School of Engineering

23H指数
168论文数
2.5K被引数
收录论文 30
发表时间
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Conditional Generative Adversarial Networks for Subsurface Scenario-Based Uncertainty条件生成对抗网络用于基于地下场景的不确定性
errMathematical Geosciences
IF3.6
err2026-07-22
err0
errOAAI
errAhmed Merzoug; Michael J. Pyrcz
err分享
err收藏
Optimal One-Dimensional Subsurface Sampling via Effective Sample Size and Latin Hypercube Integration基于有效样本量和拉丁超立方积分的一维次表面最优采样
errMathematical Geosciences
IF3.6
err2026-05-27
err0
errOAAI
errJose L. Hernandez-Mejia; Wen Pan; Xiaohui Xiao; Carlos Torres-Verdin; Michael J. Pyrcz
err分享
err收藏
Subsurface Geological Image Augmentation: A Mathematical Morphology Method地下地质图像增强：一种数学形态学方法
errMathematical Geosciences
IF3.6
err2026-05-09
err0
errOAAI
errYining Huang; Ademide O. Mabadeje; Hewei Tang; Michael J. Pyrcz
err分享
err收藏
Anisotropic resistivity inversion and multiple core data assimilation using physics-guided neural network for improved petrophysical interpretation and uncertainty quantification各向异性电阻率反演与多芯数据同化：基于物理引导神经网络，以提升岩石物理解释和不确定性量化
errCOMPUTERS & GEOSCIENCES
IF4.4
err2026-04-04
err0
PREAI
errMisael M. Morales; Oriyomi Raheem; Michael J. Pyrcz; Carlos Torres-Verdín
err分享
err收藏
Beyond random forest: how spatial bagging and spatial random forest dominate for subsurface applications?超越随机森林：空间装袋法和空间随机森林如何在地下应用中占据主导地位？
errComputational Geosciences
IF2
err2025-12-11
err0
PREAI
errMerzoug, Ahmed; Ozbayrak, Fehmi; Foster, John T.; Pyrcz, Michael J.
err分享
err收藏
Generalized Conditioning of Generative Artificial Intelligence for History Matching Subsurface Models生成式人工智能在历史匹配地下模型中的广义训练
errMathematical Geosciences
IF3.6
err2025-10-28
err0
PREAI
errAhmed Merzoug; Honggeun Jo; Michael J. Pyrcz
err分享
err收藏
Introduction to the Special Issue: How do Big Data, AI, and ML Challenge Geostatistical and Bayesian Formalisms?特刊引言：大数据、AI和ML如何挑战地统计和贝叶斯形式化？
errMathematical Geosciences
IF3.6
err2025-08-25
err0
PREAI
errRichard Sinding-Larsen; Jo Eidsvik; Steinar Ellefmo; Michael J. Pyrcz
err分享
err收藏
Evaluating the Stability of Deep Learning Latent Feature Space for Subsurface Modeling评估深度学习潜在特征空间稳定性用于地下建模
errMathematical Geosciences
IF3.6
err2025-08-11
err0
PREAI
errAdemide O. Mabadeje; Misael M. Morales; Carlos Torres-Verdín; Michael J. Pyrcz
err分享
err收藏
GenAI Minimum Acceptance Checks: Static and Dynamic Model-Checking of Conditioning Generative Artificial Intelligence Models for Subsurface ModelingGenAI最低接受检查：用于地下建模的条件生成式人工智能模型的静态和动态模型检测
errMathematical Geosciences
IF3.6
err2025-07-23
err0
PREAI
errAhmed Merzoug; Lei Liu; Michael J. Pyrcz
err分享
err收藏
Data Conditioning for Subsurface Models with Single-Image Generative Adversarial Network (SinGAN)基于单图像生成对抗网络（SinGAN）的地下模型数据预处理
errMathematical Geosciences
IF3.6
err2025-07-14
err0
PREAI
errLei Liu; Eduardo Maldonado-Cruz; Honggeun Jo; Maša Prodanović; Michael J. Pyrcz
err分享
err收藏
Physics-Based Discrepancy Modeling for Well Log Imputation基于物理的测井数据插补差异建模
errMathematical Geosciences
IF3.6
err2025-07-08
err0
errOAAI
errLaaiba Akmal; Michael J. Pyrcz
err分享
err收藏
Spatial bagging for predictive machine learning uncertainty quantification预测性机器学习不确定性量化的空间装袋方法
errCOMPUTERS & GEOSCIENCES
IF4.4
err2025-06-01
err0
PREAI
errOzbayrak, Fehmi; Foster, John T.; Pyrcz, Michael J.
err分享
err收藏
Spatiotemporal shapley value-based pressure signal decomposition for enhanced geological carbon sequestration monitoring under uncertainty基于时空Shapley值的压力信号分解方法，用于不确定性条件下的地质碳封存监测增强
errINTERNATIONAL JOURNAL OF GREENHOUSE GAS CONTROL
IF5.2
err2025-05-01
err0
PREAI
errHernandez-Mejia, Jose L.; Pyrcz, Michael J.
err分享
err收藏
Conditional Generative Adversarial Networks for Multivariate Gaussian Subsurface Modeling: How Good Are They?条件生成对抗网络在多元高斯地下建模中的应用：效果如何？
errMATHEMATICAL GEOSCIENCES
IF3.6
err2025-02-25
err0
PREAI
errMerzoug, Ahmed; Pyrcz, Michael
err分享
err收藏
Spatial bagging to integrate spatial correlation into ensemble machine learning
errCOMPUTERS & GEOSCIENCES
IF4.4
err2024-04-01
err1
PREAI
errOzbayrak, Fehmi; Foster, John T.; Pyrcz, Michael J.
err分享
err收藏
Multi-horizon well performance forecasting with temporal fusion transformers
errRESULTS IN ENGINEERING
IF7.9
err2024-03-01
err1
errOAAI
errMaldonado-Cruz, Eduardo; Pyrcz, Michael J.
err分享
err收藏
Mitigation of spatial nonstationarity with vision transformers
errCOMPUTERS & GEOSCIENCES
IF4.4
err2023-09-01
err3
errOAAI
errLiu, Lei; Santos, Javier E.; Prodanovic, Masa; Pyrcz, Michael J.
err分享
err收藏
Improving multiwell petrophysical interpretation from well logs via machine learning and statistical models
errGEOPHYSICS
IF3.2
err2023-03-27
err8
PREAI
errPan, Wen; Torres-Verdin, Carlos; Duncan, Ian J.; Pyrcz, Michael J.
err分享
err收藏
Multiscale spatial analysis of fracture nodes in two dimensions
errMARINE AND PETROLEUM GEOLOGY
IF3.6
err2023-03-01
err5
errOAAI
errShakiba, Mahmood; Lake, Larry W.; Gale, Julia F. W.; Laubach, Stephen E.; Pyrcz, Michael J.
err分享
err收藏
Self-Supervised Learning for Seismic Data: Enhancing Model Interpretability With Seismic Attributes
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2023-01-01
err3
PREAI
errSalazar, Jose Julian; Maldonado-Cruz, Eduardo; Ochoa, Jesus; Pyrcz, Michael J.
err分享
err收藏

研究方向

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