Unifying machine learning and interpolation theory via interpolating neural networks

Unifying machine learning and interpolation theory via interpolating neural networks

Discretization of the input domain Consider a regression problem that relates I inputs and L outputs.…

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How digital transformation helps identify efficiency-sapping machine wear

How digital transformation helps identify efficiency-sapping machine wear

Digital technologies are powerful tools in proactively identifying and mitigating machine wear before it impacts production.…

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Coarse-graining network flow through statistical physics and machine learning

Coarse-graining network flow through statistical physics and machine learning

Macroscopic indicators for information flow Let G be a network of N nodes and ∣E∣ connections,…

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