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DiffAvatar: Simulation-Ready Garment Optimization with Differentiable Simulation
By integrating physical simulation into the optimization loop and accounting for the complex nonlinear behavior of cloth and its intricate interaction with the body, our framework recovers body and garment geometry and extracts important material parameters in a physically plausible way.
PhysGraph: Physics-Based Integration Using Graph Neural Networks
Our contribution is based on a simple observation: evaluating forces is computationally relatively cheap for traditional simulation methods and can be computed in parallel in contrast to their integration.
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