A hybrid IGA-ADS-CRVPINN solver for Darcy-based CO2 sequestration simulation runs over three times faster than the IGA-ADS plus MUMPS baseline while using only 100 Adam iterations per pressure update after pretraining.
Storage of fossil fuel-derived carbon dioxide beneath the surface of the Earth.Annual Review of Environment and Resources, 26(Volume 26, 2001):145–166, November 2001
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CO$_2$ sequestration hybrid solver using isogeometric alternating-directions and collocation-based robust variational physics informed neural networks (IGA-ADS-CRVPINN)
A hybrid IGA-ADS-CRVPINN solver for Darcy-based CO2 sequestration simulation runs over three times faster than the IGA-ADS plus MUMPS baseline while using only 100 Adam iterations per pressure update after pretraining.