88 citations · 112 across the 6 of their papers we have counts for
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cs.CE2020★ 16 cited
Physics-informed deep learning for flow and deformation in poroelastic media
Yared W. Bekele
A physics-informed neural network is presented for poroelastic problems with coupled flow and deformation processes. The governing equilibrium and mass balance equations are discus…
cs.CE2020★ 88 cited
Deep Learning for One-dimensional Consolidation
Yared W. Bekele
Neural networks with physical governing equations as constraints have recently created a new trend in machine learning research. In line with such efforts, a deep learning model fo…