Materials scientists can learn a lot about a sample material by shooting lasers at it. With nonlinear optical microscopy—a ...
Abstract: In this paper, we present a new framework that combines Graph Neural Networks with Temporal Convolutional Networks (GNN-TCN) for turbulent flow modeling with Smoothed Particle Hydrodynamics ...
To improve training efficiency, we provide a better set of parameters for Flow-GRPO. We found the following adjustments significantly accelerate training: We propose Flow-GRPO-Fast, an accelerated ...
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