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08/16/2023
Rigid Transformations for Stabilized Lower Dimensional Space to Support Subsurface Uncertainty Quantification and Interpretation
Subsurface datasets inherently possess big data characteristics such as ...
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12/09/2022
Mitigation of Spatial Nonstationarity with Vision Transformers
Spatial nonstationarity, the location variance of features' statistical ...
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09/23/2022
Physics-Informed Graph Neural Network for Spatial-temporal Production Forecasting
Production forecast based on historical data provides essential value fo...
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02/17/2022
A recommender system for automatic picking of subsurface formation tops
Geoscience domain experts traditionally correlate formation tops in the ...
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11/23/2021
Machine learning-based porosity estimation from spectral decomposed seismic data
Estimating porosity models via seismic data is challenging due to the si...
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08/25/2021
Automatic Feature Highlighting in Noisy RES Data With CycleGAN
Radio echo sounding (RES) is a common technique used in subsurface glaci...
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08/17/2021
Optimal Placement of Public Electric Vehicle Charging Stations Using Deep Reinforcement Learning
The placement of charging stations in areas with developing charging inf...
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05/06/2020