5 papers
Solving and learning advective multiscale Darcian dynamics with the Neural Basis Method
Yuhe Wang, Min Wang
Physics-governed models are increasingly paired with machine learning for accelerated predictions, yet most "physics--informed" formulations treat the governing equations as a pena…
Numerical Methods for Solving Nonlinearly Coupled Poisson Equations in Dual-Continuum Modeled Porous Electrodes
Yuhe Wang, Min Wang, Zhihang Xu
Porous electrodes are widely used in electrochemical systems, where accurately determining electric potentials, particularly overpotentials, is essential for understanding electrod…
Reservoir Static Property Estimation Using Nearest-Neighbor Neural Network
Yuhe Wang
This note presents an approach for estimating the spatial distribution of static properties in reservoir modeling using a nearest-neighbor neural network. The method leverages the…
A Simulation Method to Play with Porosity and Particle Size Distribution for Characterizing Porous Media
Yuhe Wang
This note presents a simulation method for investigating the relationship between porosity and particle size distribution in porous media characterization. The method simulates par…
Physical Similarity of Fluid Flow in Bimodal Porous Media: Part 1 -- Basic Model and Solution Characteristics
Yuhe Wang, Yating Wang
Fluid flow through bimodal porous media, characterized by a distinct separation in pore size distribution, is critical in various scientific and engineering applications, including…