Tcad
PulseAugur coverage of Tcad — every cluster mentioning Tcad across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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New Physics-Guided Diffusion Model Enhances TCAD Device Simulation
Researchers have developed PCGD, a novel Physics-Guided Conditional Graph Diffusion framework designed for TCAD device simulation. This method operates directly on unstructured TCAD meshes to predict coupled electrostat…
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AI must integrate physics for semiconductor design, paper argues
A new perspective paper proposes that generative AI models used in semiconductor manufacturing must be designed with physics principles integrated from the start, rather than relying on post-hoc filtering. The paper sur…
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AI model accelerates ferroelectric NAND retention analysis over 10000x faster than TCAD
Researchers have developed a novel Physics-Informed Neural Operator (PINO) model to accelerate the analysis of data retention in ferroelectric vertical NAND (Fe-VNAND) flash memory. This AI surrogate model integrates fu…