38 citations · 67 across the 13 of their papers we have counts for
3 papers · 1 filter
Mitigation of Spatial Nonstationarity with Vision Transformers
Lei Liu, Javier E. Santos, Maša Prodanović +1
Spatial nonstationarity, the location variance of features' statistical distributions, is ubiquitous in many natural settings. For example, in geological reservoirs rock matrix por…
Physics-Informed Graph Neural Network for Spatial-temporal Production Forecasting
Wendi Liu, Michael J. Pyrcz
Production forecast based on historical data provides essential value for developing hydrocarbon resources. Classic history matching workflow is often computationally intense and g…
A recommender system for automatic picking of subsurface formation tops
Jesse R. Pisel, Joshua A. Dierker, Sanya Srivastava +2
Geoscience domain experts traditionally correlate formation tops in the subsurface using geophysical well logs (known as well-log correlation) by-hand. Based on individual well log…