R. Feng

发表

Reservoir lithology classification based on seismic inversion results by Hidden Markov Models: Applying prior geological information

Erika Angerer, Dries Gisolf, Runhai Feng, 2018 .

Lithofacies classification of a geothermal reservoir in Denmark and its facies-dependent porosity estimation from seismic inversion

D. Grana, N. Balling, R. Feng, 2020 .

Non-linear full-waveform inversion (FWI-res) of time-lapse seismic data on a higher-resolution geological and petrophysical model, Book Cliffs (Utah, USA)

D. Gisolf, S. Luthi, R. Feng, 2015 .

Inversion of Moho interface in northeastern China with prior information

R. Feng, Liangshu Wang, Yongjing Wu, 2014, Journal of Earth Science.

An Outcrop-based Detailed Geological Model to Test Automated Interpretation of Seismic Inversion Results

S. Sharma, A. Gisolf, S. Luthi, 2015 .

Estimation of reservoir porosity based on seismic inversion results using deep learning methods

R. Feng, 2020 .

Application of Bayesian Generative Adversarial Networks to Geological Facies Modeling

D. Grana, T. Mukerji, K. Mosegaard, 2022, Mathematical Geosciences.

Imputation of missing well log data by random forest and its uncertainty analysis

Runhai Feng, Dario Grana, Niels Balling, 2021, Comput. Geosci..

Simulating reservoir lithologies by an actively conditioned Markov chain model

Dries Gisolf, Runhai Feng, Stefan M. Luthi, 2018 .

Variational inference in Bayesian neural network for well-log prediction

Runhai Feng, Dario Grana, Niels Balling, 2021 .

Improving uncertainty analysis in well log classification by machine learning with a scaling algorithm

Runhai Feng, R. Feng, 2021 .

An unsupervised deep-learning method for porosity estimation based on poststack seismic data

D. Grana, N. Balling, R. Feng, 2020 .

Bayesian Convolutional Neural Networks for Seismic Facies Classification

Thomas Mejer Hansen, Runhai Feng, Dario Grana, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Obtaining a high-resolution geological and petrophysical model from the results of reservoir-orientated elastic wave-equation-based seismic inversion

Dries Gisolf, Runhai Feng, Stefan M. Luthi, 2017, Petroleum Geoscience.

Reservoir Lithology Determination by Hidden Markov Random Fields Based on a Gaussian Mixture Model

Erika Angerer, Dries Gisolf, Runhai Feng, 2018, IEEE Transactions on Geoscience and Remote Sensing.

Unsupervised learning elastic rock properties from pre-stack seismic data

Runhai Feng, R. Feng, 2020 .

Uncertainty Analysis in Well Log Classification by Bayesian Long Short-term Memory Networks

Runhai Feng, R. Feng, 2021 .

Uncertainty quantification in fault detection using convolutional neural networks

Runhai Feng, Dario Grana, Niels Balling, 2021 .

A Bayesian Approach in Machine Learning for Lithofacies Classification and Its Uncertainty Analysis

Runhai Feng, R. Feng, 2021, IEEE Geoscience and Remote Sensing Letters.

Lithofacies classification based on a hybrid system of artificial neural networks and hidden Markov models

Runhai Feng, R. Feng, 2020 .

Physics-informed deep learning for rock physical inversion and its uncertainty analysis

R. Feng, 2023, Geoenergy Science and Engineering.

Learning generative models for geostatistical facies 1 simulation based on a single training image

D. Grana, R. Feng, 2023 .