1 citations · 1 across the 4 of their papers we have counts for
5 papers
Parameterization method of reservoir properties for ensemble-based data assimilation using intermediate latent space of StyleGAN
Marcio A. Sampaio, Paulo H. Ranazzi, Martin J. Blunt
Ensemble smoothers are the most successful and efficient techniques currently available for history matching. However, because these methods rely on Gaussian assumptions, their per…
SAMamba3D: adapting Segment Anything for generalizable 3D segmentation of multiphase pore-scale images
Rui Zhang, Xianzhi Song, Linqi Zhu +3
Reliable segmentation of multiphase pore-scale X-ray images of rocks is necessary to quantify fluid saturation, connectivity, and interfacial geometry. However, current 3D segmenta…
Enhancing the Parameterization of Reservoir Properties for Data Assimilation Using Deep VAE-GAN
M. A. Sampaio, P. H. Ranazzi, M. J. Blunt
Currently, the methods called Iterative Ensemble Smoothers, especially the method called Ensemble Smoother with Multiple Data Assimilation (ESMDA) can be considered state-of-the-ar…
Learning Pore-scale Multiphase Flow from 4D Velocimetry
Chunyang Wang, Linqi Zhu, Yuxuan Gu +9
Multiphase flow in porous media underpins subsurface energy and environmental technologies, including geological CO storage and underground hydrogen storage, yet pore-scale dyn…
Spatially Distributed Wettability Characterization in Porous Media
Faisal Aljaberi, Hadi Belhaj, Sajjad Foroughi +2
An enhanced geometric algorithm for automated pore-by-pore contact angle measurement from micro-CT images, is presented that achieves superior accuracy compared to existing methods…