Rans
PulseAugur coverage of Rans — every cluster mentioning Rans across labs, papers, and developer communities, ranked by signal.
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Deep Learning Model Enhances Turbulence Simulation Accuracy
Researchers have developed a novel deep learning model called DARSM (Deep Algebraic Reynolds Stress Model) to improve the accuracy of RANS simulations for turbulent flows. This model integrates physics-based structures …
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LLMs achieve real-time text transmission via entropy coding
Researchers have explored the connection between learning, prediction, and compression for real-time text transmission using LLM-based entropy coding. They analyzed the trade-off between compression efficiency and trans…
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Faster by Design: Interactive Aerodynamics via Neural Surrogates Trained on Expert-Validated CFD
Researchers have developed a new graph-based neural operator called the Gauge-Invariant Spectral Transformer (GIST) designed to accelerate aerodynamic simulations for motorsport design. This model is trained on a high-f…