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README.md
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Verified to have met prescribed NVIDIA quality standards: | Yes
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Performance Metrics: | Average Log Displacement Error (ALDE), Average Displacement Error (ADE), Average Log Relative Error (ALRE), Average Relative Error (ARE) for Young's modulus, Poisson's ratio, and density; Mass Estimation metrics (ALDE, ADE, ARE, MnRE); Material Validity (relative error to nearest real-world material range); Wall-clock inference time; Throughput; Simulation fidelity through visual inspection of elastodynamic simulations.
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Potential Known Risks: | If the model does not work as intended: (1) Inaccurate material property predictions may lead to unrealistic physics simulations with incorrect deformation behavior, affecting Digital Twin fidelity, Sim-2-Real transfer, and design validation workflows; (2) Overestimated stiffness (Young's modulus) may cause objects to appear overly rigid in simulation, while underestimation causes excessive deformation; (3) Incorrect density predictions impact mass distribution, gravitational effects, and momentum in simulations; (4) Invalid Poisson's ratio values could cause simulation instability or non-physical volume changes.
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Licensing: |
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## Privacy
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Verified to have met prescribed NVIDIA quality standards: | Yes
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Performance Metrics: | Average Log Displacement Error (ALDE), Average Displacement Error (ADE), Average Log Relative Error (ALRE), Average Relative Error (ARE) for Young's modulus, Poisson's ratio, and density; Mass Estimation metrics (ALDE, ADE, ARE, MnRE); Material Validity (relative error to nearest real-world material range); Wall-clock inference time; Throughput; Simulation fidelity through visual inspection of elastodynamic simulations.
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Potential Known Risks: | If the model does not work as intended: (1) Inaccurate material property predictions may lead to unrealistic physics simulations with incorrect deformation behavior, affecting Digital Twin fidelity, Sim-2-Real transfer, and design validation workflows; (2) Overestimated stiffness (Young's modulus) may cause objects to appear overly rigid in simulation, while underestimation causes excessive deformation; (3) Incorrect density predictions impact mass distribution, gravitational effects, and momentum in simulations; (4) Invalid Poisson's ratio values could cause simulation instability or non-physical volume changes.
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Licensing: | Use of the model is governed by the [NVIDIA Open Model License Agreement](https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/).
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## Privacy
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