The spatio-temporal evolution of wall-bounded turbulence is characterized by high nonlinearity, multi-scale dynamics, and chaotic nature, making its accurate prediction a significant challenge for ...
We introduce generative models for accelerating simulations of high-dimensional systems through learning and evolving their effective dynamics. In the proposed Generative Learning of Effective ...
Low-fidelity data is typically inexpensive to generate but inaccurate, whereas high-fidelity data is accurate but expensive. To address this, multi-fidelity methods use a small set of high-fidelity ...
This repo contains a fast SSE 4.1 optimized 24-bit interleaved Pavlov/Subbotin Range Coder for 8-bit alphabets. SSE 4.1 decoding is very fast on the Intel/AMD CPU's I've tried, at around 550-700 ...
DietGPU is a library for fast specialized lossless compression of data on Nvidia GPUs, meant for ML/HPC applications. It also contains the first publicly available GPU-based generalized asymmetric ...
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