Research

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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,051 papers · 148 categories

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1 result for “nonintrusive”

Bifidelity data-assisted neural networks in nonintrusive reduced-order modelingstat.ML

New method uses low-fidelity data to improve neural network predictions.

problem Improving predictive capability of neural networks for parameterized problems.

method Combines POD and shallow neural network; incorporates low-fidelity data features.

result Improves predictive capability of neural network predictions.

reduced-order modeling nonintrusive neural networks POD low-fidelity data

2019-02-01abs ↗pdf ↗