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20232026
most citedGenerating Multiphase Fluid Configurations in Fractures using Diffusion Models

3 citations · 5 across the 8 of their papers we have counts for

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Showing 2024Show all

2 papers · 1 filter

physics.geo-ph2024

Developing a Foundation Model for Predicting Material Failure

Agnese Marcato, Javier E. Santos, Aleksandra Pachalieva +10

Understanding material failure is critical for designing stronger and lighter structures by identifying weaknesses that could be mitigated. Existing full-physics numerical simulati…

physics.geo-ph2024★ 1 cited

Accelerating Multiphase Flow Simulations with Denoising Diffusion Model Driven Initializations

Jaehong Chung, Agnese Marcato, Eric J. Guiltinan +4

This study introduces a hybrid fluid simulation approach that integrates generative diffusion models with physics-based simulations, aiming at reducing the computational costs of f…