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Research2w ago

Mesh-Native Physics-Informed Graph Surrogates for TCAD-in-the-Loop Design Space Exploration

A mesh-native physics-informed graph attention network surrogate is proposed to accelerate 3D TCAD drift-diffusion simulations for FinFET devices, achieving…

arXiv – Machine Learning Read original report

#graph neural networks#TCAD#physics-informed ML#semiconductor design#Inference#Machine Learning

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arXiv – Machine LearningPrimary source

Mesh-Native Physics-Informed Graph Surrogates for TCAD-in-the-Loop Design Space Exploration

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Mesh-Native Physics-Informed Graph Surrogates for TCAD-in-the-Loop Design Space Exploration | Hooshware