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

This story is from 2026-09-04. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2609.02988v1 Announce Type: new Abstract: High-fidelity TCAD simulation of drift-diffusion transport remains the workhorse of emerging FinFET device design, but it is computationally expensive, especially for 3D structures where runtime escalates steeply with mesh complexity. This sharply lim…

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  1. 2026-09-04 04:00 · arXiv cs.LG
    Mesh-Native Physics-Informed Graph Surrogates for TCAD-in-the-Loop Design Space Exploration

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