GeoSim.AI: A New Paradigm in Computational Geomechanics
Introducing GeoSim.AI - a suite of AI assistants for numerical simulations in geomechanics that demonstrates the transformative potential of generative AI in geotechnical engineering.
Research
My research focuses on computational geomechanics, physics-informed machine learning, and numerical methods for coupled problems in porous media.
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Physics-Informed Neural Networks for One-dimensional Consolidation
Physics-informed neural networks (PINNs) for forward and inverse problems in one-dimensional consolidation are presented. The governing partial differential equation is applied as a constraint in the neural network using automatic...