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20212025
most citedDenoising diffusion algorithm for inverse design of microstructures with fine-tuned nonlinear material properties

90 citations · 305 across the 20 of their papers we have counts for

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cond-mat.soft2025

Towards scientific machine learning for granular material simulations -- challenges and opportunities

Marc Fransen, Andreas Fürst, Deepak Tunuguntla +21

Micro-scale mechanisms, such as inter-particle and particle-fluid interactions, govern the behaviour of granular systems. While particle-scale simulations provide detailed insights…