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May, 2024
FUSE: 高效统一的偏微分方程模拟和估计
FUSE: Fast Unified Simulation and Estimation for PDEs
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Levi E. Lingsch, Dana Grund, Siddhartha Mishra, Georgios Kissas
TL;DR
通过运用运算符学习框架,同时预测连续量和推断离散参数的分布,能够提高预测的准确性和鲁棒性,并且降低反向和代理模型的成本。
Abstract
The joint prediction of
continuous fields
and
statistical estimation
of the underlying discrete parameters is a common problem for many physical systems, governed by
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