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#physics-guided-ai News & Analysis

2 articles tagged with #physics-guided-ai. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv – CS AI · Jun 27/10
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Physics-Guided Geometric Diffusion for Macro Placement Generation

Researchers introduce MacroDiff+, a physics-guided diffusion model that improves macro placement in VLSI chip design by combining graph neural networks with transformer architecture, achieving 6.1-6.2% wirelength reduction and superior scalability on large-scale designs compared to existing methods.

AINeutralarXiv – CS AI · Mar 34/103
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Towards Generalizable PDE Dynamics Forecasting via Physics-Guided Invariant Learning

Researchers propose iMOOE, a physics-guided invariant learning method for forecasting partial differential equations (PDEs) dynamics with improved zero-shot generalization. The method addresses limitations in existing deep learning approaches that require test-time adaptation by incorporating fundamental physical invariance principles.