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PointNetCFD
PointNetCFD PublicPoint-cloud deep learning for prediction of fluid flow fields on irregular geometries (supervised learning)
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ChatGPT_Programming_Numerical_Methods
ChatGPT_Programming_Numerical_Methods PublicCoding numerical methods using ChatGPT: successes, failures, and challenges
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PhysicsInformedPointNetPorousMedia
PhysicsInformedPointNetPorousMedia PublicPrediction of Fluid Flow in Porous Media by Sparse Observations and Physics-Informed PointNet
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PhysicsInformedPointNet
PhysicsInformedPointNet PublicImplementation of physics-informed PointNet (PIPN) for weakly-supervised learning of incompressible flows and thermal fields on irregular geometries
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PhysicsInformedPointNetElasticity
PhysicsInformedPointNetElasticity PublicImplementation of Physics-Informed PointNet (PIPN) for weakly-supervised learning of 2D linear elasticity (plane stress) on multiple sets of irregular geometries
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PointCloudDeepLearningPorousMedia
PointCloudDeepLearningPorousMedia PublicImplementation of PointNet for supervised learning of permeability of porous media using point clouds
Python 2
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