ca-vae

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kushal-bhargav / PINNFlow

PINNFlow is an AI pipeline design framework. It uses a GNN and CA-VAE to generate initial physical geometries. These designs are then optimized by an RL agent against real-time stresses from a PINN surrogate and strict regulatory codes to ensure complete industrial compliance.

reinforcement-learning cave variational-autoencoder gnn pinns piping-design generative-ai ca-vae

Updated Jul 1, 2026
Python

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