differentiable simulation

NeuralFluid: Nueral Fluidic System Design and Control with Differentiable Simulation
NeuralFluid: Nueral Fluidic System Design and Control with Differentiable Simulation
Conference on Neural Information Processing Systems (NeurIPS) 2024 September 2024
Neural control and design of complex fluidic systems with dynamic solid boundaries using differentiable simulation.
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DiffAvatar: Simulation-Ready Garment Optimization with Differentiable Simulation
DiffAvatar: Simulation-Ready Garment Optimization with Differentiable Simulation
Computer Vision and Pattern Recognition (CVPR) 2024 December 2023
Physics-based digital avatar body and garment shape and material joint optimization using differentiable simulation
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Fluidic Topology Optimization with an Anisotropic Mixture Model
Fluidic Topology Optimization with an Anisotropic Mixture Model
ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia 2022) September 2022
A topology optimization method with an anisotropic and differentiable constitutive model to design Stokes-flow fluidic devices.
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DiffCloth: Differentiable Cloth Simulation with Dry Frictional Contact
DiffCloth: Differentiable Cloth Simulation with Dry Frictional Contact
ACM Transactions on Graphics (presented at SIGGGRAPH 2022) April 2022
A differentiable cloth simulator that uses a fast and novel method for deriving gradients in PD-based cloth simulation with dry frictional contact.
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