... Abstract Petrophysical measurements and their predictions are essential for characterizing the lithology, porosity, and fluid content of CCS reservoirs—a requirement for designing an effective injection and monitoring program. Numerous methods exist for predicting density, acoustic velocity...

... on robust scientific findings. This, in turn, enables a more effective and successful implementation of carbon storage initiatives. geology subsurface storage climate change geological subdiscipline geologist reservoir geomechanics prediction austin injectivity economic geology easitool...

... model can predict pressure and saturation fields from well locations, with all the other inputs remaining consistent with the simulation model used in the training. We investigate the performance of the network under different assumptions and for estimating different flow and geomechanical outputs...

... with multi-component non-isothermal simulation and high dimensionality of large-scale reservoir models. We address this challenge by proposing an accelerated deep learning-based workflow for model calibration and prediction of CO2 plume evolution in the reservoir. In the proposed workflow, a neural network...