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Dimensionally Consistent Learning with Buckingham Pi
In the absence of governing equations, dimensional analysis is a robust ...
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Discovering Governing Equations from Partial Measurements with Deep Delay Autoencoders
A central challenge in data-driven model discovery is the presence of hi...
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Data-Driven Discovery of Coarse-Grained Equations
A general method for learning probability density function (PDF) equatio...
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